From c51ff579957a351966bd74d56b133cac6517f47b Mon Sep 17 00:00:00 2001
From: Abderrahman AIT SAID <abderrahman.ait-said@irt-systemx.fr>
Date: Wed, 29 Jul 2026 10:27:14 +0200
Subject: [PATCH 1/5] enhance simulator interface

---
 .../PowerGrid/app/templates/dashboard.html    | 471 +++++++++++++-----
 .../PowerGrid/app/templates/index.html        | 394 ++++++++++-----
 .../PowerGrid/config/API_POWERGRID_CAB.toml   |  12 +-
 3 files changed, 624 insertions(+), 253 deletions(-)
diff --git a/usecases_examples/PowerGrid/app/templates/dashboard.html b/usecases_examples/PowerGrid/app/templates/dashboard.html
index d867da38..764e05f4 100644
--- a/usecases_examples/PowerGrid/app/templates/dashboard.html
+++ b/usecases_examples/PowerGrid/app/templates/dashboard.html
@@ -2,72 +2,159 @@
 <html lang="en">
 <head>
     <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
     <link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/css/bootstrap.min.css">
-    <title>Dashboard</title>
+    <title>Dashboard · PowerGrid Simulator</title>
     <script src="https://d3js.org/d3.v5.min.js"></script>
     <script src="https://mpld3.github.io/js/mpld3.v0.5.2.js"></script>
     <script src="https://cdn.socket.io/4.0.0/socket.io.min.js"></script>
     <style>
+        :root {
+            --header-h: 56px;
+            --bg: #f1f5f9;
+            --surface: #ffffff;
+            --surface-muted: #f8fafc;
+            --border: #e2e8f0;
+            --text: #0f172a;
+            --text-muted: #64748b;
+            --primary: #2563eb;
+            --primary-hover: #1d4ed8;
+            --primary-soft: #dbeafe;
+            --success: #16a34a;
+            --success-hover: #15803d;
+            --warning: #d97706;
+            --warning-hover: #b45309;
+            --danger: #dc2626;
+            --danger-hover: #b91c1c;
+            --radius: 12px;
+            --shadow-sm: 0 1px 2px rgba(15, 23, 42, 0.06);
+            --shadow-md: 0 4px 16px rgba(15, 23, 42, 0.08);
+        }
+
+        * { box-sizing: border-box; }
+
         #message-container {
             display: none;
             width: 100%;
-            background-color: rgb(0, 247, 255);
-            color: black;
-            font-weight: bold;
+            background: linear-gradient(90deg, #06b6d4, #2563eb);
+            color: #fff;
+            font-weight: 600;
             text-align: center;
-            padding: 10px 0;
-            box-shadow: 0 2px 4px rgba(0,0,0,0.1);
+            padding: 12px 0;
+            box-shadow: 0 2px 10px rgba(37, 99, 235, 0.35);
             position: fixed;
             top: 0;
             left: 0;
             z-index: 1000;
-            font-size: 24px;
+            font-size: 18px;
+            letter-spacing: 0.01em;
         }
+
         html, body {
             margin: 0;
             padding: 0;
             height: 100%;
-            margin: 0;
-            display: flex;
             width: 100%;
             box-sizing: border-box;
-            padding-top: 29px;
         }
+        body {
+            display: flex;
+            padding-top: var(--header-h);
+            font-family: system-ui, -apple-system, "Segoe UI", Roboto, Helvetica, Arial, sans-serif;
+            color: var(--text);
+            background: var(--bg);
+        }
+
         #header {
             width: 100%;
+            height: var(--header-h);
             position: fixed;
             top: 0;
-            background-color: #f0f0f0;
-            box-shadow: 0 2px 4px rgba(0,0,0,0.1);
+            left: 0;
+            display: flex;
+            align-items: center;
+            gap: 12px;
+            padding: 0 24px;
+            background: linear-gradient(120deg, #0f172a 0%, #1e293b 100%);
+            box-shadow: 0 2px 10px rgba(15, 23, 42, 0.25);
+            z-index: 900;
+        }
+        #header .brand-icon {
+            display: inline-flex;
+            align-items: center;
+            justify-content: center;
+            width: 34px;
+            height: 34px;
+            border-radius: 9px;
+            background: rgba(255, 255, 255, 0.1);
+            border: 1px solid rgba(255, 255, 255, 0.18);
+            font-size: 18px;
+        }
+        #header h2 {
+            margin: 0;
+            color: #fff;
+            font-size: 17px;
+            font-weight: 600;
+            letter-spacing: -0.01em;
         }
+        #header .header-sub {
+            color: rgba(226, 232, 240, 0.6);
+            font-size: 13px;
+            font-weight: 400;
+        }
+        .center-text { text-align: center; }
+
         #sidebar {
             width: 440px;
-            background-color: #f0f0f0;
+            flex-shrink: 0;
+            background: var(--bg);
             padding: 20px;
-            height: calc(100vh - 5%);
+            height: calc(100vh - var(--header-h));
             display: flex;
             flex-direction: column;
-            justify-content: space-between;
             box-sizing: border-box;
             overflow-y: auto;
-            font-size: 22px;
+            font-size: 15px;
+        }
+        #sidebar h3 {
+            font-size: 13px;
+            font-weight: 700;
+            text-transform: uppercase;
+            letter-spacing: 0.06em;
+            color: var(--text-muted);
+            margin: 4px 0 14px;
+        }
+        .panel-title {
+            font-size: 13px;
+            font-weight: 700;
+            color: var(--text);
+            margin: 0 0 14px;
+            display: flex;
+            align-items: center;
+            gap: 8px;
         }
+
         #user-info {
-            border: 2px solid #ccc;
-            box-shadow: 0 2px 5px rgba(0,0,0,0.2);
-            padding: 20px;
-            margin-bottom: 20px;
-            background-color: #f9f9f9;
+            border: 1px solid var(--border);
+            box-shadow: var(--shadow-sm);
+            padding: 18px;
+            margin-bottom: 16px;
+            background: var(--surface);
+            border-radius: var(--radius);
             box-sizing: border-box;
             overflow: hidden;
         }
         #user-info span {
-            display: block;
+            display: inline;
             white-space: nowrap;
+            font-weight: 600;
+        }
+        #user-info > span#username,
+        #user-info > span#server {
+            color: var(--primary);
         }
         #user-info span:hover {
             overflow: visible;
-            background-color: #f9f9f9;
             position: relative;
             z-index: 10;
             width: auto;
@@ -76,39 +163,106 @@
         #user-info form {
             display: flex;
             flex-direction: column;
+            gap: 4px;
+        }
+        #user-info label {
+            font-size: 13px;
+            font-weight: 500;
+            color: var(--text-muted);
+            margin-top: 8px;
+            margin-bottom: 2px;
+        }
+        #user-info input {
+            padding: 9px 12px;
+            font-size: 14px;
+            border: 1px solid var(--border);
+            border-radius: 9px;
+            background: var(--surface);
+            color: var(--text);
+            font-family: inherit;
+            margin-bottom: 4px;
+            transition: border-color 0.15s, box-shadow 0.15s;
+        }
+        #user-info input:focus {
+            outline: none;
+            border-color: var(--primary);
+            box-shadow: 0 0 0 3px var(--primary-soft);
         }
         #user-info button {
             width: auto;
-            padding: 10px 20px;
-            font-weight: 630;
+            align-self: flex-start;
+            margin-top: 12px;
+            padding: 9px 18px;
+            font-weight: 600;
+            font-size: 14px;
+            border: none;
+            border-radius: 9px;
+            background: var(--primary);
+            color: #fff;
+            cursor: pointer;
+            transition: background-color 0.15s;
         }
+        #user-info button:hover { background: var(--primary-hover); }
+
         #logout-button {
             display: flex;
             justify-content: center;
-            font-weight: 630;
+            align-items: center;
+            width: 100%;
+            margin-top: 4px;
+            font-weight: 600;
+            font-size: 14px;
             padding: 10px 20px;
-            background-color: #d9534f;
-            color: white;
+            background: var(--danger);
+            color: #fff;
             border: none;
+            border-radius: 9px;
             cursor: pointer;
+            transition: background-color 0.15s;
+        }
+        #logout-button:hover { background: var(--danger-hover); }
+
+        #user-info .info-row {
+            display: flex;
+            justify-content: space-between;
+            gap: 12px;
+            padding: 6px 0;
+            font-size: 14px;
+            color: var(--text-muted);
+            border-bottom: 1px solid var(--border);
         }
+        #user-info .info-row:last-of-type { border-bottom: none; margin-bottom: 8px; }
+
         #main-content {
             display: flex;
             flex-direction: column;
-            height: calc(100vh - 5%);
-            width: calc(100% - 20%);
-            margin-left: 1%;
+            height: calc(100vh - var(--header-h));
+            flex: 1;
+            min-width: 0;
+            padding: 20px 20px 20px 0;
+            gap: 16px;
             overflow: hidden;
         }
+
         #graph-container {
             flex: 1;
-            min-height: 500px;
+            min-height: 400px;
             overflow: auto;
-            background-color: #FFFFFF;
+            background: var(--surface);
+            border: 1px solid var(--border);
+            border-radius: var(--radius);
+            box-shadow: var(--shadow-sm);
             display: flex;
-            flex-direction: column; 
+            flex-direction: column;
             align-items: center;
             justify-content: flex-start;
+            padding: 8px;
+        }
+        #graph-title {
+            color: var(--text-muted);
+            font-size: 16px;
+            font-weight: 500;
+            margin: auto;
         }
         #graph-content {
             width: 100%;
@@ -124,128 +278,189 @@
             max-width: none !important;
             max-height: none !important;
         }
-        svg {
-            width: 100% !important;
-            height: 100% !important;
-        }
-        .sub-div-graph {
-            flex: 1;
-            padding: 10px;
-            box-sizing: border-box;
-        }
+        svg { width: 100% !important; height: 100% !important; }
+
         #sub-div-container {
             display: flex;
+            gap: 16px;
             height: 35vh;
             margin: 0;
             padding: 0;
             box-sizing: border-box;
-            margin-left: 0;
         }
         .sub-div {
             flex: 1;
             display: flex;
-            background-color: #ccc;
             flex-direction: column;
-            justify-content: center;
-            align-items: center;
-            padding: 10px;
+            background: var(--surface);
+            border: 1px solid var(--border);
+            border-radius: var(--radius);
+            box-shadow: var(--shadow-sm);
+            padding: 18px;
             box-sizing: border-box;
-            height: 33vh;
             overflow: auto;
         }
-        .sub-div:last-child {
-            margin-right: 10;
-        }
-        .btn-grey {
-            background-color: #f0f0f0;
-            color: black;
+
+        #events-div {
+            width: 300px;
+            flex: none;
+            overflow-y: auto;
         }
-        .sub-div {
-            padding: 20px;
-            margin: 10px;
-            
+        #events-div::before {
+            content: "Events";
+            display: block;
+            font-size: 12px;
+            font-weight: 700;
+            text-transform: uppercase;
+            letter-spacing: 0.06em;
+            color: var(--text-muted);
+            margin-bottom: 12px;
         }
+
         .status-div {
-            margin-bottom: 50px;
-            font-size: 20px;
-            font-weight: bold;
+            margin-bottom: 24px;
+            font-size: 16px;
+            font-weight: 600;
+            text-align: center;
+            color: var(--text);
+            padding: 10px 14px;
+            background: var(--surface-muted);
+            border: 1px solid var(--border);
+            border-radius: 999px;
         }
+        .sub-div:nth-child(2) {
+            align-items: center;
+            justify-content: center;
+        }
+
         .status-button {
-            margin-bottom: 30px;
-            width: 200px;
-            font-weight: 630;
+            margin-bottom: 14px;
+            width: 220px;
+            max-width: 100%;
+            font-weight: 600;
+            font-size: 15px;
+            padding: 12px 20px;
+            border-radius: 10px;
+            border: 1px solid var(--border);
+            cursor: pointer;
+            transition: background-color 0.15s, opacity 0.15s;
         }
-        #actions-div {
-            overflow-y: auto;
+        .btn-grey { background: var(--surface); color: var(--text); }
+
+        #startButton {
+            background: var(--success);
+            color: #fff;
+            border-color: transparent;
+        }
+        #startButton:hover:not(:disabled) { background: var(--success-hover); }
+
+        #pauseResumeButton {
+            background: var(--warning);
+            color: #fff;
+            border-color: transparent;
+        }
+        #pauseResumeButton:hover:not(:disabled) { background: var(--warning-hover); }
+
+        #stopResetButton {
+            background: var(--surface);
+            color: var(--danger);
+            border-color: var(--danger);
+        }
+        #stopResetButton:hover:not(:disabled) { background: #fef2f2; }
+
+        .status-button:disabled { opacity: 0.5; cursor: not-allowed; }
+
+        #actions-div { overflow-y: auto; }
+        #actions-div::before {
+            content: "AI recommendations";
+            display: block;
+            font-size: 12px;
+            font-weight: 700;
+            text-transform: uppercase;
+            letter-spacing: 0.06em;
+            color: var(--text-muted);
+            margin-bottom: 12px;
         }
+
         .action-card {
-            background-color: #f0f0f0;
-            border: 1px solid #ccc;
-            border-radius: 5px;
-            padding: 10px;
-            margin-bottom: 10px;
+            background: var(--primary-soft);
+            border: 1px solid #bfdbfe;
+            border-left: 4px solid var(--primary);
+            border-radius: 10px;
+            padding: 14px;
+            margin-bottom: 12px;
         }
         .action-card h4 {
             margin-top: 0;
+            margin-bottom: 6px;
+            font-size: 15px;
+            font-weight: 700;
+            color: #1e3a8a;
         }
-        #events-div{
-            width: 300px;
-            overflow-y: auto;
-        }
+        .action-card p { margin: 0; font-size: 14px; color: var(--text); }
+
         .event-card {
-            margin: 10px;
-            padding: 10px;
-            background-color: #f0f0f0;
-            box-shadow: 0 2px 5px rgba(0,0,0,0.2);
-            border-radius: 5px;
-        }
-        .center-text {
-            text-align: center;
+            margin: 0 0 12px;
+            padding: 14px;
+            background: var(--surface-muted);
+            border: 1px solid var(--border);
+            border-left: 4px solid #06b6d4;
+            box-shadow: var(--shadow-sm);
+            border-radius: 10px;
+        }
+        .event-card h4 {
+            margin-top: 0;
+            margin-bottom: 6px;
+            font-size: 15px;
+            font-weight: 700;
+            color: #0e7490;
         }
+        .event-card p { margin: 0; font-size: 14px; color: var(--text); }
     </style>
 </head>
 <body>
     <div id="header">
-        <h2 class="center-text">PowerGrid Simulator based on Grid2Op platform</h1>
+        <span class="brand-icon">⚡</span>
+        <h2>PowerGrid Simulator <span class="header-sub">· based on the Grid2Op platform</span></h2>
     </div>
     <div id="sidebar">
         <div>
             <h3>Simulator configuration</h3>
             <div id="user-info">
-                User: <span id="username">{{ username }}</span><br>
-                Connected server: <span id="server">{{ server }}</span><br>
-                <div style="display: flex; align-items: center; justify-content: center; height: 100%;">
-                    <button id="logout-button" onclick="logout()">Logout</button>
-                </div>
+                <div class="info-row">User <span id="username">{{ username }}</span></div>
+                <div class="info-row">Connected server <span id="server">{{ server }}</span></div>
+                <button id="logout-button" onclick="logout()">Logout</button>
             </div>
             <div id="user-info">
+                <div class="panel-title">🧩 Scenario</div>
                 <form action="{{ url_for('edit_config') }}" method="post">
-                    Grid2Op environement's seed: <input type="text" name="env_seed" value="{{ config['env_seed'] }}"><br>
-                    Scenario name: <input type="text" name="scenario_name" value="{{ config['scenario_name'] }}"><br>
-                    Assistant seed: <input type="text" name="assistant_seed" value="{{ config['assistant_seed'] }}"><br>
+                    <label>Grid2Op environment's seed</label>
+                    <input type="text" name="env_seed" value="{{ config['env_seed'] }}">
+                    <label>Scenario name</label>
+                    <input type="text" name="scenario_name" value="{{ config['scenario_name'] }}">
+                    <label>Assistant seed</label>
+                    <input type="text" name="assistant_seed" value="{{ config['assistant_seed'] }}">
                     <button type="submit">Update</button>
                 </form>
             </div>
             <div id="user-info">
+                <div class="panel-title">⚙️ Simulation settings</div>
                 <form action="{{ url_for('edit_simulation_settings') }}" method="post">
-                    <form action="{{ url_for('edit_simulation_settings') }}" method="post">
-                        <label for="scenario_first_step">Scenario first step [step]:</label>
-                        <input type="number" id="scenario_first_step" name="scenario_first_step" value="{{ config['scenario_first_step'] }}" required><br>
-                        <label for="stepDuration_s">Time step duration [second]:</label>
-                        <input type="number" id="stepDuration_s" name="stepDuration_s" value="{{ config['stepDuration_s'] }}" required><br>
-                        <label for="tempo">Context sending frequency to InteractiveAI [step]:</label>
-                        <input type="number" id="tempo" name="tempo" value="{{ com.outputs_config['Outputs']['Context']['tempo'] }}" required><br>
-                        <label for="refresh_frequency_step">Anticipation risk analysis refresh frequency [step]:</label>
-                        <input type="number" id="refresh_frequency_step" name="refresh_frequency_step" value="{{ config['refresh_frequency_step'] }}" required><br>
-                        <label for="time_step_forecast">Anticipation risk analysis range [step]:</label>
-                        <input type="number" id="time_step_forecast" name="time_step_forecast" value="{{ config['time_step_forecast'] }}" required><br>
-                        <label for="duration_step_forecast">Risk analysis duration [step]:</label>
-                        <input type="number" id="duration_step_forecast" name="duration_step_forecast" value="{{ config['duration_step_forecast'] }}" required><br>
-                        <label for="step_start_security_analysis">Security analysis start [step]:</label>
-                        <input type="number" id="step_start_security_analysis" name="step_start_security_analysis" value="{{ config['step_start_security_analysis'] }}" required><br>
-                        <button type="submit">Update</button>
-                    </form>
-                    
+                    <label for="scenario_first_step">Scenario first step [step]</label>
+                    <input type="number" id="scenario_first_step" name="scenario_first_step" value="{{ config['scenario_first_step'] }}" required>
+                    <label for="stepDuration_s">Time step duration [second]</label>
+                    <input type="number" id="stepDuration_s" name="stepDuration_s" value="{{ config['stepDuration_s'] }}" required>
+                    <label for="tempo">Context sending frequency to InteractiveAI [step]</label>
+                    <input type="number" id="tempo" name="tempo" value="{{ com.outputs_config['Outputs']['Context']['tempo'] }}" required>
+                    <label for="refresh_frequency_step">Anticipation risk analysis refresh frequency [step]</label>
+                    <input type="number" id="refresh_frequency_step" name="refresh_frequency_step" value="{{ config['refresh_frequency_step'] }}" required>
+                    <label for="time_step_forecast">Anticipation risk analysis range [step]</label>
+                    <input type="number" id="time_step_forecast" name="time_step_forecast" value="{{ config['time_step_forecast'] }}" required>
+                    <label for="duration_step_forecast">Risk analysis duration [step]</label>
+                    <input type="number" id="duration_step_forecast" name="duration_step_forecast" value="{{ config['duration_step_forecast'] }}" required>
+                    <label for="step_start_security_analysis">Security analysis start [step]</label>
+                    <input type="number" id="step_start_security_analysis" name="step_start_security_analysis" value="{{ config['step_start_security_analysis'] }}" required>
+                    <button type="submit">Update</button>
                 </form>
             </div>
         </div>
@@ -280,7 +495,7 @@ <h2 id="graph-title">Interactive Graph</h2>
         }
     </script>
 
-    
+
     <script>
         var socket = io();
         socket.on('connect', function() {
@@ -292,13 +507,13 @@ <h2 id="graph-title">Interactive Graph</h2>
             if (receivedData && receivedData.data) {
                 var graphContainer = document.getElementById('graph-content');
                 graphContainer.innerHTML = receivedData.data;
-                
+
                 // Exécuter les scripts injectés
                 var scripts = graphContainer.getElementsByTagName('script');
                 for (var i = 0; i < scripts.length; i++) {
                     eval(scripts[i].text);
                 }
-                
+
                 // Hide the graph title
                 graphTitle.style.display = 'none';
 
@@ -312,14 +527,14 @@ <h2 id="graph-title">Interactive Graph</h2>
     <script>
         var eventSource = null;
         const startButton = document.getElementById('startButton');
-    
+
         startButton.addEventListener('click', function() {
             if (!eventSource) {
                 eventSource = new EventSource('/start_simulation');
-    
+
                 eventSource.onmessage = function(event) {
                     const data = JSON.parse(event.data);
-                    console.log(data);  
+                    console.log(data);
                     if (data.div === 'events-div') {
                         addEventCard(data.content);
                     } else if (data.div === 'message-container') {
@@ -331,6 +546,12 @@ <h2 id="graph-title">Interactive Graph</h2>
                         if (data.content === 'paused') {
                             isPaused = true;
                             btn.textContent = 'Resume';
+                            // The server only sends 'paused' when it needs the
+                            // user to act on an InteractiveAI recommendation and
+                            // click Resume. Guarantee the button is clickable at
+                            // that moment, regardless of any prior disabled state
+                            // (page refresh, SSE reconnect, etc.).
+                            btn.disabled = false;
                         } else if (data.content === 'running') {
                             isPaused = false;
                             btn.textContent = 'Pause';
@@ -340,13 +561,13 @@ <h2 id="graph-title">Interactive Graph</h2>
                         outDiv.innerHTML = data.content;
                     }
                 };
-    
+
                 eventSource.onerror = function(err) {
                     console.error('EventSource failed:', err);
                     eventSource.close();
                     eventSource = null;
                 };
-    
+
                 startButton.disabled = true; // Disable the button after starting
                 document.getElementById('pauseResumeButton').disabled = false;
             }
@@ -355,7 +576,7 @@ <h2 id="graph-title">Interactive Graph</h2>
         document.getElementById('startButton').addEventListener('click', function() {
             disableSidebar();
         });
-    
+
         function addEventCard(content) {
             const eventsDiv = document.getElementById('events-div');
             const card = document.createElement('div');
@@ -370,7 +591,7 @@ <h2 id="graph-title">Interactive Graph</h2>
             console.log(content);
             messageContainer.style.display = 'block'; // Show the div
             messageContainer.innerHTML = content; // Replace existing content with the new message
-            
+
             // Hide message after 10 seconds
             setTimeout(() => {
                 messageContainer.style.display = 'none';
@@ -387,9 +608,9 @@ <h2 id="graph-title">Interactive Graph</h2>
         //         sessionStorage.setItem('message', message);
         //     }
         // });
-        
+
         document.addEventListener('DOMContentLoaded', function(event) {
-            const messagesData = {{ messages | tojson | safe }}; 
+            const messagesData = {{ messages | tojson | safe }};
             if (messagesData.length > 0) {
                 messagesData.forEach(message => addMessage(message));
                 // Store messages in sessionStorage
@@ -411,7 +632,7 @@ <h2 id="graph-title">Interactive Graph</h2>
         function postAction(content) {
             const actionContainer = document.getElementById('action-container');
             console.log(content);
-            
+
             if (typeof content === 'string') {
                 // If content is a string, display it directly
                 actionContainer.innerHTML = content;
@@ -511,4 +732,4 @@ <h2 id="graph-title">Interactive Graph</h2>
     </script>
 
 </body>
-</html>
\ No newline at end of file
+</html>
diff --git a/usecases_examples/PowerGrid/app/templates/index.html b/usecases_examples/PowerGrid/app/templates/index.html
index b3407160..efbfd2c4 100644
--- a/usecases_examples/PowerGrid/app/templates/index.html
+++ b/usecases_examples/PowerGrid/app/templates/index.html
@@ -1,160 +1,310 @@
 <!DOCTYPE html>
-<html lang="fr">
+<html lang="en">
 <head>
     <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
     <title>PowerGrid Simulator</title>
     <style>
+        :root {
+            --bg: #0f172a;
+            --bg-accent: #1e293b;
+            --surface: #ffffff;
+            --surface-muted: #f1f5f9;
+            --border: #e2e8f0;
+            --text: #0f172a;
+            --text-muted: #64748b;
+            --primary: #2563eb;
+            --primary-hover: #1d4ed8;
+            --primary-soft: #dbeafe;
+            --danger: #dc2626;
+            --radius: 12px;
+            --shadow-sm: 0 1px 2px rgba(15, 23, 42, 0.08);
+            --shadow-md: 0 10px 30px rgba(15, 23, 42, 0.12);
+        }
+
+        * { box-sizing: border-box; }
+
+        body {
+            margin: 0;
+            min-height: 100vh;
+            font-family: system-ui, -apple-system, "Segoe UI", Roboto, Helvetica, Arial, sans-serif;
+            color: var(--text);
+            background:
+                radial-gradient(1200px 600px at 15% -10%, rgba(37, 99, 235, 0.35), transparent 60%),
+                radial-gradient(900px 500px at 100% 0%, rgba(14, 165, 233, 0.25), transparent 55%),
+                linear-gradient(160deg, var(--bg) 0%, var(--bg-accent) 100%);
+            display: flex;
+            flex-direction: column;
+            align-items: center;
+            justify-content: center;
+            padding: 32px 16px;
+        }
+
+        .brand {
+            text-align: center;
+            color: #fff;
+            margin-bottom: 24px;
+        }
+        .brand .logo {
+            display: inline-flex;
+            align-items: center;
+            justify-content: center;
+            width: 56px;
+            height: 56px;
+            border-radius: 16px;
+            background: rgba(255, 255, 255, 0.12);
+            border: 1px solid rgba(255, 255, 255, 0.2);
+            font-size: 30px;
+            margin-bottom: 14px;
+        }
+        .brand h1 {
+            margin: 0;
+            font-size: 26px;
+            font-weight: 700;
+            letter-spacing: -0.02em;
+        }
+        .brand p {
+            margin: 6px 0 0;
+            color: rgba(226, 232, 240, 0.75);
+            font-size: 14px;
+        }
+
+        .flash-stack {
+            width: 100%;
+            max-width: 460px;
+            margin-bottom: 16px;
+            display: flex;
+            flex-direction: column;
+            gap: 8px;
+        }
+        .alert {
+            padding: 12px 16px;
+            border-radius: 10px;
+            font-size: 14px;
+            font-weight: 500;
+            background: #fff;
+            border-left: 4px solid var(--primary);
+            box-shadow: var(--shadow-sm);
+        }
+        .alert-error, .alert-danger { border-left-color: var(--danger); color: #991b1b; }
+        .alert-success { border-left-color: #16a34a; color: #166534; }
+        .alert-warning { border-left-color: #d97706; color: #92400e; }
+
         .login-container {
             width: 100%;
-            max-width: 500px; /* Largeur maximale du formulaire ajustée */
-            margin: 50px auto; /* Centrage vertical et horizontal */
-            padding: 30px; /* Padding du conteneur ajusté */
-            box-shadow: 0 0 15px rgba(0,0,0,0.15); /* Ombre légèrement plus prononcée */
-            background-color: #f9f9f9; /* Couleur de fond */
+            max-width: 460px;
+            padding: 32px;
+            background: var(--surface);
+            border-radius: 18px;
+            box-shadow: var(--shadow-md);
         }
-    
-        form {
-            display: flex;
-            flex-direction: column; /* Organise les éléments du formulaire en colonne */
+        .login-container h2 {
+            margin: 0 0 4px;
+            font-size: 20px;
+            font-weight: 700;
         }
-    
+        .login-subtitle {
+            margin: 0 0 24px;
+            color: var(--text-muted);
+            font-size: 14px;
+        }
+        .center-text { text-align: center; }
+
+        form { display: flex; flex-direction: column; }
+
         label {
-            margin-bottom: 10px; /* Espacement entre les labels et les champs ajusté */
-            font-size: 20px; /* Taille de la police des labels */
+            margin-bottom: 8px;
+            font-size: 13px;
+            font-weight: 600;
+            color: var(--text);
         }
-    
+
         input {
-            margin-bottom: 40px; /* Espacement entre les éléments du formulaire ajusté */
-            padding: 12px 20px; /* Padding des éléments de formulaire ajusté */
-            font-size: 20px; /* Taille de la police des éléments de formulaire */
-            height: 30px; /* Hauteur des champs de saisie et du bouton */
+            margin-bottom: 20px;
+            padding: 12px 14px;
+            font-size: 15px;
+            height: 46px;
+            border: 1px solid var(--border);
+            border-radius: 10px;
+            background: var(--surface);
+            color: var(--text);
+            transition: border-color 0.15s, box-shadow 0.15s;
+            font-family: inherit;
         }
-
-        select, button {
-            margin-bottom: 40px; /* Espacement entre les éléments du formulaire ajusté */
-            padding: 12px 20px; /* Padding des éléments de formulaire ajusté */
-            font-size: 20px; /* Taille de la police des éléments de formulaire */
-            height: 50px; /* Hauteur des champs de saisie et du bouton */
+        input::placeholder { color: #94a3b8; }
+        input:focus {
+            outline: none;
+            border-color: var(--primary);
+            box-shadow: 0 0 0 3px var(--primary-soft);
         }
-    
+
         button {
-            background-color: #4CAF50; /* Couleur de fond du bouton */
-            color: white; /* Couleur du texte du bouton */
-            border: none; /* Retire la bordure du bouton */
-            cursor: pointer; /* Curseur pointeur pour le bouton */
-        }
-    
-        button:hover {
-            background-color: #45a049; /* Couleur de fond du bouton au survol */
+            border: none;
+            cursor: pointer;
+            font-family: inherit;
+            font-size: 15px;
+            font-weight: 600;
+            border-radius: 10px;
+            transition: background-color 0.15s, transform 0.05s;
         }
-        .center-text {
-        text-align: center;
+        button[type="submit"] {
+            height: 48px;
+            background: var(--primary);
+            color: #fff;
+            font-size: 16px;
+            margin-top: 4px;
         }
+        button[type="submit"]:hover { background: var(--primary-hover); }
+        button[type="submit"]:active { transform: translateY(1px); }
+
         .server-selection-container {
             display: flex;
-            justify-content: space-between;
-            align-items: flex-start;
+            gap: 10px;
+            align-items: flex-end;
             margin-bottom: 20px;
         }
-        .server-list-container {
-            flex-grow: 1;
-            margin-right: 10px;
-        }
-        .custom-select {
-            position: relative;
-            width: 100%;
+        .server-list-container { flex-grow: 1; min-width: 0; }
+
+        label[for="server_url"] {
+            display: block;
+            margin-bottom: 8px;
         }
+
+        .custom-select { position: relative; width: 100%; }
+
         .select-selected {
-            background-color: #fff;
-            border: 1px solid #ccc;
-            padding: 8px 16px;
+            height: 46px;
+            display: flex;
+            align-items: center;
+            padding: 0 14px;
+            background: var(--surface);
+            border: 1px solid var(--border);
+            border-radius: 10px;
             cursor: pointer;
+            font-size: 14px;
+            color: var(--text);
+            overflow: hidden;
+            text-overflow: ellipsis;
+            white-space: nowrap;
+        }
+        .select-selected:hover { border-color: #cbd5e1; }
+        .select-selected.select-arrow-active {
+            border-color: var(--primary);
+            box-shadow: 0 0 0 3px var(--primary-soft);
+        }
+        .select-selected::after {
+            content: "";
+            margin-left: auto;
+            width: 8px;
+            height: 8px;
+            border-right: 2px solid var(--text-muted);
+            border-bottom: 2px solid var(--text-muted);
+            transform: rotate(45deg);
+            flex-shrink: 0;
         }
+
         .select-items {
             position: absolute;
-            background-color: #fff;
-            top: 100%;
+            background: var(--surface);
+            top: calc(100% + 6px);
             left: 0;
             right: 0;
             z-index: 99;
-            max-height: 200px;
+            max-height: 220px;
             overflow-y: auto;
-            border: 1px solid #ccc;
-            border-top: none;
-        }
-        .select-hide {
-            display: none;
+            border: 1px solid var(--border);
+            border-radius: 10px;
+            box-shadow: var(--shadow-md);
+            padding: 4px;
         }
+        .select-hide { display: none; }
         .select-items div {
-            padding: 8px 16px;
+            padding: 10px 12px;
             cursor: pointer;
+            border-radius: 8px;
+            font-size: 14px;
+            display: flex;
+            align-items: center;
+            justify-content: space-between;
+            gap: 8px;
         }
-        .select-items div:hover {
-            background-color: #f1f1f1;
-        }
+        .select-items div:hover { background: var(--surface-muted); }
+
         .delete-server {
-            float: right;
-            color: red;
+            color: var(--danger);
             cursor: pointer;
-            font-weight: bold;
+            font-weight: 700;
+            font-size: 18px;
+            line-height: 1;
+            padding: 0 4px;
+            flex-shrink: 0;
         }
+        .delete-server:hover { opacity: 0.7; }
+
         #edit_servers_btn {
-            height: 44px;
-            margin-top: 28px;
-            padding: 0 20px;
-            font-size: 16px;
-            line-height: 44px;
+            height: 46px;
+            padding: 0 18px;
+            font-size: 14px;
+            background: var(--surface-muted);
+            color: var(--text);
+            border: 1px solid var(--border);
+            flex-shrink: 0;
         }
-        .select-items {
-            position: absolute;
-            background-color: #fff;
-            top: 100%;
-            left: 0;
-            right: 0;
-            z-index: 99;
-            max-height: 200px;
-            overflow-y: auto;
-            border: 1px solid #ccc;
-            border-top: none;
-        }
-        .select-selected {
-            height: 44px; 
+        #edit_servers_btn:hover { background: #e2e8f0; }
+
+        #add_server_form {
             display: flex;
+            gap: 10px;
             align-items: center;
-            padding: 0 20px;
-            background-color: #f8f8f8;
-            border: 1px solid #ccc;
-            cursor: pointer;
-            font-size: 16px;
+            margin-bottom: 20px;
         }
-        label[for="server_url"] {
-            display: block;
-            margin-bottom: 6px;
+        #add_server_form input { margin-bottom: 0; flex-grow: 1; }
+        #add_server_btn {
+            height: 46px;
+            padding: 0 18px;
+            background: var(--primary);
+            color: #fff;
+            flex-shrink: 0;
         }
-        .hidden {
-            display: none;
+        #add_server_btn:hover { background: var(--primary-hover); }
+
+        .hidden { display: none; }
+
+        .login-footer {
+            margin-top: 20px;
+            text-align: center;
+            color: rgba(226, 232, 240, 0.6);
+            font-size: 12px;
         }
     </style>
 </head>
 <body>
+    <div class="brand">
+        <div class="logo">⚡</div>
+        <h1>PowerGrid Simulator</h1>
+        <p>Based on the Grid2Op platform</p>
+    </div>
+
     {% with messages = get_flashed_messages(with_categories=true) %}
       {% if messages %}
+        <div class="flash-stack">
         {% for category, message in messages %}
           <div class="alert alert-{{ category }}">{{ message }}</div>
         {% endfor %}
+        </div>
       {% endif %}
     {% endwith %}
-    
-    <h1 class="center-text">Welcom to PowerGrid Simulator based on Grid2Op platform !</h1>
+
     <!-- Début du formulaire de connexion -->
     <div class="login-container">
-        <h2 class="center-text">Connexion</h2>
+        <h2>Connect</h2>
+        <p class="login-subtitle">Sign in to your InteractiveAI instance to start a simulation.</p>
         <form action="/login" method="post" id="login_form">
             <div class="server-selection-container">
                 <div class="server-list-container">
-                    <label for="server_url">Choisir un serveur:</label>
+                    <label for="server_url">InteractiveAI server</label>
                     <div class="custom-select">
-                        <div class="select-selected" id="selected_server">Sélectionnez un serveur</div>
+                        <div class="select-selected" id="selected_server">Select a server</div>
                         <div class="select-items select-hide" id="server_list">
                             {% for key, url in urls.items() %}
                                 <div data-value="{{ url }}" data-key="{{ key }}" data-preexisting="true">
@@ -168,25 +318,27 @@ <h2 class="center-text">Connexion</h2>
                     </div>
                     <input type="hidden" id="server_url" name="server_url" required>
                 </div>
-                <button type="button" id="edit_servers_btn">Autre</button>
+                <button type="button" id="edit_servers_btn">Other</button>
             </div>
-            
+
             <div id="add_server_form" class="hidden">
-                <input type="url" id="new_server_url" name="new_server_url" placeholder="Nouvelle adresse de serveur">
-                <button type="button" id="add_server_btn">Ajouter</button>
+                <input type="url" id="new_server_url" name="new_server_url" placeholder="New server address">
+                <button type="button" id="add_server_btn">Add</button>
             </div>
-            
-            <label for="username">Nom d'utilisateur:</label>
-            <input type="text" id="username" name="username" required>
-            
-            <label for="password">Mot de passe:</label>
-            <input type="password" id="password" name="password" required>
-            
-            <button type="submit">Connexion</button>
+
+            <label for="username">Username</label>
+            <input type="text" id="username" name="username" placeholder="Enter your username" required>
+
+            <label for="password">Password</label>
+            <input type="password" id="password" name="password" placeholder="Enter your password" required>
+
+            <button type="submit">Connect</button>
         </form>
     </div>
     <!-- Fin du formulaire de connexion -->
 
+    <div class="login-footer">InteractiveAI · PowerGrid use case</div>
+
     <script>
     document.addEventListener('DOMContentLoaded', function() {
         var selectSelected = document.querySelector('.select-selected');
@@ -200,14 +352,14 @@ <h2 class="center-text">Connexion</h2>
                 deleteServer(event, url, key);
             });
         });
-    
+
         selectSelected.addEventListener('click', function(e) {
             e.stopPropagation();
             closeAllSelect(this);
             selectItems.classList.toggle('select-hide');
             this.classList.toggle('select-arrow-active');
         });
-    
+
         selectItems.addEventListener('click', function(e) {
             if (e.target.tagName === 'DIV') {
                 selectSelected.innerHTML = e.target.innerHTML.split('<')[0].trim();
@@ -215,13 +367,13 @@ <h2 class="center-text">Connexion</h2>
                 selectItems.classList.add('select-hide');
             }
         });
-    
+
         document.addEventListener('click', closeAllSelect);
-    
+
         document.getElementById('edit_servers_btn').addEventListener('click', function() {
             document.getElementById('add_server_form').classList.toggle('hidden');
         });
-    
+
         document.getElementById('add_server_btn').addEventListener('click', function() {
             var newServerUrl = document.getElementById('new_server_url').value;
             if (newServerUrl) {
@@ -243,13 +395,13 @@ <h2 class="center-text">Connexion</h2>
                         selectItems.appendChild(newOption);
                         document.getElementById('new_server_url').value = '';
                     } else {
-                        alert('Erreur lors de l\'ajout du serveur');
+                        alert('Error while adding the server');
                     }
                 });
             }
         });
     });
-    
+
     function deleteServer(event, url, key) {
         event.preventDefault();
         event.stopPropagation();
@@ -265,19 +417,19 @@ <h2 class="center-text">Connexion</h2>
             if (data.success) {
                 event.target.closest('div').remove();
                 if (document.querySelector('.select-selected').textContent.trim() === data.deletedUrl) {
-                    document.querySelector('.select-selected').textContent = 'Sélectionnez un serveur';
+                    document.querySelector('.select-selected').textContent = 'Select a server';
                     document.getElementById('server_url').value = '';
                 }
             } else {
-                alert('Erreur lors de la suppression du serveur');
+                alert('Error while deleting the server');
             }
         })
         .catch(error => {
             console.error('Error:', error);
-            alert('Erreur lors de la suppression du serveur');
+            alert('Error while deleting the server');
         });
     }
-    
+
     function closeAllSelect(elmnt) {
         var selectItems = document.getElementsByClassName('select-items');
         var selectSelected = document.getElementsByClassName('select-selected');
@@ -293,6 +445,6 @@ <h2 class="center-text">Connexion</h2>
         }
     }
     </script>
-    
+
 </body>
-</html>
\ No newline at end of file
+</html>
diff --git a/usecases_examples/PowerGrid/config/API_POWERGRID_CAB.toml b/usecases_examples/PowerGrid/config/API_POWERGRID_CAB.toml
index 2393ac43..45014db1 100644
--- a/usecases_examples/PowerGrid/config/API_POWERGRID_CAB.toml
+++ b/usecases_examples/PowerGrid/config/API_POWERGRID_CAB.toml
@@ -2,13 +2,11 @@ titre = "API PowerGrid - InteractiveAI"
 
 [Connexion]
 login_port = "auth/token"
-cab_server_url_1 = "http://192.168.210.100:3200/"
-cab_server_url_2 = "http://192.168.211.95:3200/"
-cab_server_url_3 = "http://192.168.209.192:3200/"
-cab_server_url_4 = "http://192.168.209.192:3200/"
-cab_server_url_5 = "http://192.168.209.192:3200/"
-cab_server_url_6 = "http://192.168.208.118:3200/"
-cab_server_url_7 = "https://demo.interactiveai.irt-systemx.fr/"
+cab_server_url_1 = "https://demo.interactiveai.irt-systemx.fr/"
+cab_server_url_2 = "http://localhost:3200/"
+cab_server_url_3 = "http://host.docker.internal:3200/"
+cab_server_url_4 = "http://172.19.0.1:3200/"
+cab_server_url_5 = "https://demo.interactiveai.irt-systemx.fr/"
 
 [Outputs]
 activate = "yes"

From 414e24b03292bfbea61cc0f84c57a272f2dfe6e4 Mon Sep 17 00:00:00 2001
From: Abderrahman AIT SAID <abderrahman.ait-said@irt-systemx.fr>
Date: Thu, 6 Aug 2026 09:47:33 +0200
Subject: [PATCH 2/5] Split PowerGrid simulator into local/server compose and
 drop api + console

---
 usecases_examples/PowerGrid/Dockerfile.api    |   24 -
 .../PowerGrid_poc_simulator_consol.py         | 1257 -----------------
 usecases_examples/PowerGrid/README.md         |  116 +-
 .../PowerGrid/RecommendationAPI.py            |   48 -
 .../PowerGrid/config/API_POWERGRID_CAB.toml   |    2 +
 .../PowerGrid/docker-compose.local.yml        |   25 +
 .../PowerGrid/docker-compose.yml              |   23 +-
 .../PowerGrid/requirements-api.txt            |    2 -
 .../PowerGrid/requirements-consol.txt         |  Bin 3508 -> 0 bytes
 9 files changed, 90 insertions(+), 1407 deletions(-)
 delete mode 100644 usecases_examples/PowerGrid/Dockerfile.api
 delete mode 100644 usecases_examples/PowerGrid/PowerGrid_poc_simulator_consol.py
 delete mode 100644 usecases_examples/PowerGrid/RecommendationAPI.py
 create mode 100644 usecases_examples/PowerGrid/docker-compose.local.yml
 delete mode 100644 usecases_examples/PowerGrid/requirements-api.txt
 delete mode 100644 usecases_examples/PowerGrid/requirements-consol.txt

diff --git a/usecases_examples/PowerGrid/Dockerfile.api b/usecases_examples/PowerGrid/Dockerfile.api
deleted file mode 100644
index 260479d6..00000000
--- a/usecases_examples/PowerGrid/Dockerfile.api
+++ /dev/null
@@ -1,24 +0,0 @@
-# syntax=docker/dockerfile:1
-
-FROM python:3.9-slim-bullseye
-
-
-RUN apt-get update && apt-get install -y --no-install-recommends \
-    ffmpeg libsm6 libxext6 \
-  && rm -rf /var/lib/apt/lists/*
-
-
-RUN mkdir /code
-COPY . /code/
-WORKDIR /code
-
-# Install only API deps
-COPY requirements-api.txt /code/requirements-api.txt
-RUN pip install --no-cache-dir -r requirements-api.txt
-# Copy the rest
-COPY . /code
-EXPOSE 5000
-
-# Use absolute path to avoid surprises if WORKDIR ever changes
-CMD ["python3", "/code/RecommendationAPI.py"]
-
diff --git a/usecases_examples/PowerGrid/PowerGrid_poc_simulator_consol.py b/usecases_examples/PowerGrid/PowerGrid_poc_simulator_consol.py
deleted file mode 100644
index a323a016..00000000
--- a/usecases_examples/PowerGrid/PowerGrid_poc_simulator_consol.py
+++ /dev/null
@@ -1,1257 +0,0 @@
-"""PowerGrid Simulator based on Grid2Op platform"""
-from grid2op.Chronics.handlers import PerfectForecastHandler, CSVHandler
-import re
-import importlib
-from grid2op.PlotGrid import PlotMatplot
-from grid2op.Agent import recoPowerlineAgent
-from grid2op.Agent import BaseAgent
-from grid2op.Chronics import FromHandlers
-import grid2op
-from lightsim2grid import SecurityAnalysis
-import numpy as np
-import simplejson as json
-import requests
-import toml
-import matplotlib.pyplot as plt
-import io
-import logging
-import getpass
-import os
-import base64
-import time
-from datetime import datetime, timedelta, timezone
-import matplotlib
-matplotlib.use('agg')
-try:
-    from lightsim2grid import LightSimBackend
-    bkClass = LightSimBackend
-except ImportError:
-    from grid2op.Backend import PandaPowerBackend
-    bkClass = PandaPowerBackend
-
-# Add for IA Agent testing (required assistantManager.py file)
-# from assistantManager import agent_type,AgentManager
-
-
-class Listener():
-    """Class containing simulator functions to stream and diagnose Grid2Op data and events."""
-
-    def __init__(self, init_obs):
-        """Initialize the Listener with initial observation."""
-        self._current_issues = None
-        self._anticipation = None
-        self.line_statuses = init_obs.line_status
-        self.subs_on_bus_2 = np.repeat(False, init_obs.n_sub)
-        self.objs_on_bus_2 = {id: [] for id in range(init_obs.n_sub)}
-
-    def _stop_if_action(self, act):
-        """Check if the given action can affect the grid."""
-        if act.can_affect_something():
-            logging.info("The current action has a chance to change the grid")
-            return True
-        return False
-
-    def _stop_if_bad_kpi(self, obs):
-        """Check if there is an overload in the grid."""
-        # Check if overload
-        if obs.rho.max() >= 1.0:
-            # logging.info("Overload")
-            return True
-        return False
-
-    def _stop_if_line_disconnected(self, obs):
-        """Check if any line is disconnected."""
-        if np.any(obs.line_status == False):
-            # logging.info("Line disconnected")
-            return True
-        return False
-
-    def _stop_if_alarm(self, obs):
-        """Check if an alarm is raised by the assistant."""
-        do_stop_if_alarm = True
-        if do_stop_if_alarm:
-            if np.any(obs.time_since_last_alarm == 0):
-                logging.info("Assistant raised an alarm")
-                return True
-        return False
-
-    def _stop_if_anticipation_security_analysis(self, obs, env, contingency_line_ids):
-        """Perform security analysis for anticipation of N-1 events."""
-        # Launch the security analysis
-        anticipation = []
-        security_analysis = SecurityAnalysis(env)
-        thermal_limit = obs.thermal_limit
-
-        for value in (contingency_line_ids):
-            security_analysis.add_single_contingency(value)
-
-        _, res_a, _ = security_analysis.get_flows()
-        for i, c_value in enumerate(contingency_line_ids):
-            flow = np.array(res_a[i])
-            impacted_lines = []
-            rho = []
-            for j, value in enumerate(flow):
-                if value / thermal_limit[j] >= 1.0:
-                    impacted_lines = get_formatted_name_line(obs,j)
-                    rho.append(value / thermal_limit[j])
-            if len(impacted_lines) > 0:
-                line_name = get_formatted_name_line(obs,c_value)
-                anticipation.append((line_name, impacted_lines, rho))
-
-        self._anticipation = None
-        if len(anticipation) > 0:
-            self._anticipation = anticipation
-            return True
-        return False
-
-    def _stop_if_issue(self, obs, f_obs, f_env, contingency_line_ids):
-        """Check for various issues in the grid."""
-        issues = []
-        self._current_issues = []
-        if self._stop_if_alarm(obs):
-            issues.append("Assistant raised an alarm")
-
-        if self._stop_if_bad_kpi(obs):
-            issues.append("Overload")
-
-        if self._stop_if_line_disconnected(obs):  # and obs.current_step == 100
-            issues.append("Line lost")
-
-        if f_obs is not None:
-            # and obs.current_step == 100
-            if self._stop_if_anticipation_security_analysis(f_obs, f_env, contingency_line_ids):
-                issues.append("Anticipation N-1")
-
-        if len(issues) > 0:
-            self._current_issues = issues
-            return True
-        return False
-
-    def stop_for_issue_state(self, obs, f_obs, f_env, contingency_line_ids):
-        """Transfer private result to the simulator."""
-        return self._stop_if_issue(obs, f_obs, f_env, contingency_line_ids)
-
-    def update_objs_on_bus_switch(self, objs_on_bus_2, elem, pos_topo_vect):
-        """Update objects on bus 2 after a bus switch."""
-        if pos_topo_vect[elem["object_id"]] in objs_on_bus_2[elem["substation"]]:
-            # elem was on bus 2,remove it from objs_on_bus_2
-            objs_on_bus_2[elem["substation"]] = [
-                x
-                for x in objs_on_bus_2[elem["substation"]]
-                if x != pos_topo_vect[elem["object_id"]]
-            ]
-        else:
-            objs_on_bus_2[elem["substation"]].append(
-                pos_topo_vect[elem["object_id"]])
-        return objs_on_bus_2
-
-    def update_objs_on_bus_assign(self, objs_on_bus_2, elem, pos_topo_vect):
-        """Update objects on bus 2 after a bus assignment."""
-        if (
-            pos_topo_vect[elem["object_id"]
-                          ] in objs_on_bus_2[elem["substation"]]
-            and elem["bus"] == 1
-        ):
-            # elem was on bus 2,remove it from objs_on_bus_2
-            objs_on_bus_2[elem["substation"]] = [
-                x
-                for x in objs_on_bus_2[elem["substation"]]
-                if x != pos_topo_vect[elem["object_id"]]
-            ]
-        elif (
-            pos_topo_vect[elem["object_id"]
-                          ] not in objs_on_bus_2[elem["substation"]]
-            and elem["bus"] == 2
-        ):
-            objs_on_bus_2[elem["substation"]].append(
-                pos_topo_vect[elem["object_id"]])
-        return objs_on_bus_2
-
-    def update_objs_on_bus(self, objs_on_bus_2, elem, topo_vect_dict, kind):
-        """Update objects on bus 2 based on topology changes."""
-        for object_type, pos_topo_vect in topo_vect_dict.items():
-            if elem["object_type"] == object_type and elem["bus"]:
-                if kind == "bus_switch":
-                    objs_on_bus_2 = self.update_objs_on_bus_switch(
-                        objs_on_bus_2, elem, pos_topo_vect)
-                else:
-                    objs_on_bus_2 = self.update_objs_on_bus_assign(
-                        objs_on_bus_2, elem, pos_topo_vect
-                    )
-                break
-        return objs_on_bus_2
-
-    def get_distance_from_obs(self, act, line_statuses, subs_on_bus_2, objs_on_bus_2, obs):
-        """Calculate the distance from the reference topology."""
-        impact_on_objs = act.impact_on_objects()
-
-        # lines reconnetions/disconnections
-        line_statuses[
-            impact_on_objs["force_line"]["disconnections"]["powerlines"]
-        ] = False
-        line_statuses[
-            impact_on_objs["force_line"]["reconnections"]["powerlines"]
-        ] = True
-        line_statuses[impact_on_objs["switch_line"]["powerlines"]] = np.invert(
-            line_statuses[impact_on_objs["switch_line"]["powerlines"]]
-        )
-
-        topo_vect_dict = {
-            "load": obs.load_pos_topo_vect,
-            "generator": obs.gen_pos_topo_vect,
-            "line (extremity)": obs.line_ex_pos_topo_vect,
-            "line (origin)": obs.line_or_pos_topo_vect,
-        }
-
-        # Bus manipulation
-        if impact_on_objs["topology"]["changed"]:
-            for modif_type in ["bus_switch", "assigned_bus"]:
-
-                for elem in impact_on_objs["topology"][modif_type]:
-                    objs_on_bus_2 = self.update_objs_on_bus(
-                        objs_on_bus_2, elem, topo_vect_dict, kind=modif_type
-                    )
-
-            for elem in impact_on_objs["topology"]["disconnect_bus"]:
-                # Disconnected bus counts as one for the distance
-                subs_on_bus_2[elem["substation"]] = True
-
-        subs_on_bus_2 = [
-            True if objs_on_2 else False for _, objs_on_2 in objs_on_bus_2.items()
-        ]
-
-        distance = len(line_statuses) - \
-            line_statuses.sum() + sum(subs_on_bus_2)
-        return distance, line_statuses, subs_on_bus_2, objs_on_bus_2
-
-    def trigger_kpis(self, obs, act):
-        """Calculate and return various KPIs for the current state."""
-        kpis = {}
-        if obs.rho.max() > 1:
-            kpis["max_overload"] = float(
-                np.round(np.float64(obs.rho.max()), decimals=3, out=None))
-        else:
-            kpis["max_overload"] = ''
-
-        kpis["renewable_energy_share"] = float(np.round(sum(obs.gen_p[np.where((obs.gen_type == "hydro") | (
-            obs.gen_type == "solar") | (obs.gen_type == "wind"))])/sum(obs.gen_p), decimals=3, out=None))
-        kpis["total_consumption"] = float(
-            np.round(sum(obs.load_p), decimals=3, out=None))
-
-        distance, _, _, _ = self.get_distance_from_obs(
-            act, self.line_statuses, self.subs_on_bus_2, self.objs_on_bus_2, obs)
-        kpis["distance_from_reference_topology"] = float(
-            np.round(np.float64(distance), decimals=3, out=None))
-
-        kpis["curtailment_volume"] = float(
-            np.round(sum(obs.curtailment_mw), decimals=3, out=None))
-        kpis["redispatching_volume"] = float(np.round(max(abs(sum(obs.actual_dispatch[obs.actual_dispatch > 0])), abs(
-            sum(obs.actual_dispatch[obs.actual_dispatch < 0]))), decimals=3, out=None))
-        return kpis
-
-    @property
-    def current_issues(self):
-        """Return the current issues detected by the Listener."""
-        return self._current_issues
-
-    @property
-    def anticipation(self):
-        """Return the anticipation results from security analysis."""
-        return self._anticipation
-
-
-class Communicate:
-    """Class handling communication with the InteractiveAI API."""
-
-    def __init__(self):
-        """Initialize the Communicate class for handling InteractiveAI API communication."""
-        logging.info("COMMUNICATIONS' SETUP FOR THIS SESSION : \n")
-        try:
-            self.outputsConfig = toml.load("config/API_POWERGRID_CAB.toml")
-            if self.outputsConfig['Outputs']['activate'] == 'yes':
-                self.CAB_API_on = True
-            else:
-                self.CAB_API_on = False
-                logging.info("According to your communication setup,this session can just run in a standalone mode.\n \
-                             Check the file 'API_POWERGRID_CAB.toml' to setup the simulator differently. \n")
-        except Exception as e:
-            print(e)
-            self.CAB_API_on = False
-            logging.info("The connection with InteractiveAI is not properly configured.\n \
-                         It will therefore not be established. \n \
-                         Check the file 'API_POWERGRID_CAB.toml' to setup the simulator differently. \n")
-
-        self.push_step = 1
-        self.acces_token = None
-        self.cab_url = None
-        self.list_of_issues = {}
-        # self.datestr = datetime.now(timezone.utc)   #.strftime("%d/%m/%Y %H:%M:%S")
-
-    def choose_a_CAB_application(self):
-        """Prompt user to choose a InteractiveAI server application."""
-        authorization = False
-        connexion_counter = 0
-        print(f"Choose the targeted InteractiveAI application between: \n\
-              - A '{self.outputsConfig['Connexion']['cab_server_url_1'][:-1]}' \n\
-              - B '{self.outputsConfig['Connexion']['cab_server_url_2'][:-1]}' \n\
-              - C '{self.outputsConfig['Connexion']['cab_server_url_3'][:-1]}' ")
-        while authorization == False:
-            if connexion_counter > 3:
-                logging.info("The connexion with InteractiveAI will not be established. \n\
-                       The Simulator will run in a standalone mode.\n")
-                self.CAB_API_on = False
-                break
-            if connexion_counter >= 1:
-                print(
-                    "Your choice has to be between the 2 available options. Try again!")
-            choice = input("What would be your InteractiveAI server's choice? ")
-            if choice is not None:
-                if choice == 'A':
-                    self.cab_url = self.outputsConfig['Connexion']['cab_server_url_1']
-                    logging.info(
-                        "The simulator will now perform it connexion with InteractiveAI's server '%s'.\n", self.cab_url[:-1])
-                    authorization = True
-                elif choice == 'B':
-                    self.cab_url = self.outputsConfig['Connexion']['cab_server_url_2']
-                    logging.info(
-                        "The simulator will now perform it connexion with InteractiveAI's server '%s'.\n", self.cab_url[:-1])
-                    authorization = True
-                elif choice == 'C':
-                    self.cab_url = self.outputsConfig['Connexion']['cab_server_url_3']
-                    logging.info(
-                        "The simulator will now perform it connexion with InteractiveAI's server '%s'.\n", self.cab_url[:-1])
-                    authorization = True
-            connexion_counter += 1
-        return authorization
-
-    def login(self, username, password):
-        """Perform login to the InteractiveAI API."""
-        # url = self.outputsConfig['Connexion']['login_url']
-        url = self.cab_url + self.outputsConfig['Connexion']['login_port']
-
-        payload = f"username={username}&password={password}&grant_type=password&clientId=opfab-client"
-        headers = {
-            'Authorization': 'Basic b3BmYWItY2xpZW50Om9wZmFiLWtleWNsb2FrLXNlY3JldA==',
-            'Content-Type': 'application/x-www-form-urlencoded'
-        }
-
-        response = requests.request(
-            "POST", url, headers=headers, data=payload, timeout=15)
-        # print(response.text)
-        # print(response.json())
-        logging.info(f"Login status message: {response}")
-        logging.info(f"Login response.reason: {response.reason}")
-        self.acces_token = response.json().get("access_token")
-        # print(self.acces_token)
-        authorization = False
-        if self.acces_token is not None:
-            authorization = True
-        return authorization
-
-    def send_context_online(self, env, obs, scn_first_step, context_date):
-        """Send context information to the InteractiveAI API."""
-        try:
-            plot_helper = PlotMatplot(env.observation_space)
-            plot_helper.plot_obs(obs, line_info="rho",
-                                 load_info=None, gen_info=None)
-            # fig.legend(loc ="lower left")
-
-            img = io.BytesIO()
-            plt.savefig(img, format="png", bbox_inches="tight")  # format="png"
-            img.seek(0)
-            img_b64 = base64.b64encode(img.read()).decode('utf-8')
-            plt.close()
-            # print('encoded done')
-        except Exception as e:
-            print(e)
-
-        if obs.current_step >= scn_first_step & self.CAB_API_on is True:
-            # logging.info("Simulation step %s",step)
-            logging.info("Status: send context to InteractiveAI")
-
-        try:
-            # url = self.outputsConfig['Outputs']['Context']['url']
-            url = self.cab_url + \
-                self.outputsConfig['Outputs']['Context']['context_port']
-        except Exception as e:
-            print(e)
-
-        try:
-            payload = json.dumps({
-                # "date": f"{obs.get_time_stamp()}",
-                # f"{date + timedelta(minutes=float(30))}",
-                # "2024-04-26T18:29:52+02:00",
-                "date": f"{context_date}",
-                "data": {
-                    "observation": obs.to_json(),
-                    "topology": img_b64
-                },
-                "use_case": "PowerGrid"
-            })
-            headers = {
-                'Authorization': f"Bearer {self.acces_token}",
-                'Content-Type': 'application/json'
-            }
-
-            if obs.current_step >= scn_first_step:
-                response = requests.request(
-                    "POST", url, headers=headers, data=payload, timeout=15)
-                # logging.info(response.text)
-                logging.info("Context succesfully sent")
-        except Exception as e:
-            print(e)
-            logging.info(
-                "The context has not been sent : the connexion with InteractiveAI failed")
-
-        try:
-            img.close()
-        except Exception as e:
-            print(e)
-        '''if obs.current_step == 757:
-            with open("obs757.json","w") as f:
-                json.dump(obs.to_json(),f,indent=4,ensure_ascii=False)'''
-
-    def send_payload_and_store_it(self, payload, obs, scn_first_step):
-        """Send payload to InteractiveAI API and store it locally."""
-        try:
-
-            # Use for debug
-            '''with open("new_PowerGrid_events","w") as f:
-                #f.write(json.dumps({"toto":json.dumps(kpis,indent=4,ensure_ascii=False)}))
-                f.write(payload)'''
-            # print(payload)
-
-            # Payload updating for same events detected
-            try:
-                if obs.current_step >= scn_first_step:
-                    self.payload = json.loads(payload)
-                    if self.payload["title"] in list(self.list_of_issues.keys()):
-                        value = self.list_of_issues[self.payload["title"]]
-                        self.payload["start_date"] = value["start_date"]
-            except Exception as e:
-                print(e)
-
-            # Send event
-            if obs.current_step >= scn_first_step:
-                # if not ((self.payload["title"] in list(self.list_of_issues.keys())) and ("déconnectée" in self.payload["title"])):
-                if self.CAB_API_on is True:
-                    url = self.cab_url + \
-                        self.outputsConfig['Outputs']['Events']['event_port']
-                    headers = {
-                        'Authorization': f"Bearer {self.acces_token}",
-                        'Content-Type': 'application/json'
-                    }
-                    response = requests.request(
-                        "POST", url, headers=headers, data=json.dumps(self.payload), timeout=15)
-                text = self.payload["title"]
-
-                if self.CAB_API_on is True:
-                    logging.info(f"Event sent to InteractiveAI : {text}")
-                else:
-                    print(f"Event sent to InteractiveAI : {text}")
-                # print("Réponse",response.text)
-
-        except Exception as e:
-            print(e)
-            logging.info(
-                "The event has not been sent : the connexion with InteractiveAI failed")
-
-        # Store event in simulator memory
-        try:
-            if obs.current_step >= scn_first_step:
-                if self.CAB_API_on is True:
-                    logging.info(self.payload["title"])
-                else:
-                    print(self.payload["title"])
-                self.issues_follow_up()
-        except Exception as e:
-            print(e)
-            logging.info("The event's follow-up is not working")
-
-    def send_event_online(self,
-                          context_date,
-                          scn_first_step,
-                          kpis,
-                          obs,
-                          current_issues,
-                          line_name="0_0_0",
-                          zone=None,
-                          line=None,
-                          duration=None,
-                          case_overload=False,
-                          case_assist_alarm=False,
-                          case_anticip=False,
-                          case_line_lost=False):
-        """Generate and send event information to InteractiveAI API."""
-        if zone is None:
-            zone = []
-        if line is None:
-            line = []
-
-        # date = obs.get_time_stamp() # Realtime of the record scenrio
-        # date =  self.datestr + timedelta(minutes=float(5*obs.current_step)) # Realtime from now date
-        # + timedelta(minutes=float(obs.current_step)) # CAB timeline scaling
-        date = datetime.now(timezone.utc)
-        # print(date)
-
-        if ("Overload" in current_issues) and case_overload:
-            try:
-                self.payload = {}
-                payload_dict = {}
-                payload_dict = {
-                    "criticality": "HIGH",
-                    "title": f"Surcharge sur ligne {line_name}",
-                    "description": f"Attention la ligne {line_name} \
-                    est en surcharge de \
-                        {np.round(np.float64(obs.rho.max() * 100),decimals=1,out=None)}%",
-                    "start_date": f"{context_date}",
-                    "end_date": f"{context_date + timedelta(minutes=float(5))}",
-                    "data": {
-                        "event_type": "KPI",
-                        "line": f"{line_name}",
-                        "flux": np.round(np.float64(obs.rho.max() * 100), decimals=1, out=None),
-                        "kpis": kpis
-                    },
-                    "use_case": "PowerGrid",
-                    "is_active": False
-                }
-
-                payload = json.dumps(payload_dict)
-                # print(f"Overload description: {payload}")
-                self.send_payload_and_store_it(payload, obs, scn_first_step)
-            except Exception as e:
-                print(e)
-
-        if ("Assistant raised an alarm" in current_issues) and case_assist_alarm:
-            try:
-                self.payload = {}
-                payload_dict = {}
-                payload_dict = {
-                    "criticality": "MEDIUM",
-                    "title": "Alerte Agent IA",
-                    "description": f"Soyez vigilant sur la zone {zone}",
-                    "start_date": f"{context_date}",
-                    "end_date": f"{context_date + timedelta(minutes=float(5))}",
-                    "data": {
-                        "event_type": "agent",
-                        "zone": zone,
-                        "line": "",
-                        "kpis": kpis
-                    },
-                    "use_case": "PowerGrid",
-                    "is_active": False
-                }
-
-                payload = json.dumps(payload_dict)
-                # print(f"Assistant alarm description: {payload}")
-                self.send_payload_and_store_it(payload, obs, scn_first_step)
-            except Exception as e:
-                print(e)
-
-        if ("Anticipation N-1" in current_issues) and case_anticip:
-            anticip_date = context_date + timedelta(minutes=float(5*duration))
-            try:
-                self.payload = {}
-                payload_dict = {}
-                payload_dict = {
-                    "criticality": "MEDIUM",
-                    "title": f"Risque sur aléa N-1 sur la ligne {line[0]}",
-                    "description": f"Lignes impactées {line[1]},charge max {np.round(max(line[2]) * 100,decimals=1,out=None)}%",
-                    "start_date": f"{anticip_date}",
-                    "end_date": f"{anticip_date + timedelta(minutes=float(5*duration))}",
-                    "data": {
-                        "event_type": "anticipation",
-                        "line": f"{line[0]}",
-                        "flux": np.round(max(line[2]) * 100, decimals=1, out=None),
-                        "kpis": kpis
-                    },
-                    "use_case": "PowerGrid",
-                    "is_active": False
-                }
-
-                payload = json.dumps(payload_dict)
-                # print(f"Anticipation description: {payload}")
-                self.send_payload_and_store_it(payload, obs, scn_first_step)
-            except Exception as e:
-                print(e)
-
-        if ("Line lost" in current_issues) and (line_name != "0_0_0") and case_line_lost:
-            try:
-                self.payload = {}
-                payload_dict = {}
-                payload_dict = {
-                    "criticality": "ROUTINE",
-                    "title": f"Line {line_name} disconnected",
-                    "description": f"Line {line_name} is disconnected",
-                    "start_date": f"{context_date}",
-                    "end_date": f"{context_date + timedelta(minutes=float(5))}",
-                    "data": {
-                        "event_type": "consignation",
-                        "line": f"{line_name}",
-                        "kpis": kpis
-                    },
-                    "use_case": "PowerGrid",
-                    "is_active": False
-                }
-
-                payload = json.dumps(payload_dict)
-                # print(f"Line lost description: {payload}")
-                self.send_payload_and_store_it(payload, obs, scn_first_step)
-            except Exception as e:
-                print(e)
-
-    def issues_follow_up(self):
-        """Update the list of ongoing issues."""
-        # already exist => change start_date and end_date,and update list
-        # doesn't exist => create payload and add to list
-        self.list_of_issues[self.payload["title"]] = self.payload
-        # print("list_of_issues= ",self.list_of_issues)
-
-    def send_issues_ending_online(self,
-                                  stepDuration,
-                                  context_date):
-        """Send information about resolved issues to InteractiveAI API."""
-        for key in list(self.list_of_issues.keys()):
-            value = self.list_of_issues[key]
-            # if value["end_date"] >= obs.get_time_stamp(): # scenario based realtime
-            # or (('Surcharge sur ligne' in value["title"]) and (value["title"] != self.payload["title"]))  : # realtime,scenario based
-            if datetime.strptime(value["end_date"], "%Y-%m-%d %H:%M:%S.%f%z") < context_date :
-                value["criticality"] = "ND"
-                payload = json.dumps(value)
-
-                # send restored event
-                try:
-                    url = self.cab_url + \
-                        self.outputsConfig['Outputs']['Events']['event_port']
-                    headers = {
-                        'Authorization': f"Bearer {self.acces_token}",
-                        'Content-Type': 'application/json'
-                    }
-                    # print(f"Restoration =  {payload}")
-                    if self.CAB_API_on is True:
-                        response = requests.request(
-                            "POST", url, headers=headers, data=payload, timeout=15)
-                    # print(response.text)
-                    test = value["title"]
-                    logging.info(f"END event sent to InteractiveAI : {test}")
-                    time.sleep(stepDuration)
-                except Exception as e:
-                    print(e)
-                    logging.info(
-                        "The ending event has not been sent : the connexion with InteractiveAI failed \n")
-
-                # Use del to remove the item from the dictionary
-                del self.list_of_issues[key]
-
-    def get_act_from_api(self):
-        """Retrieve action recommendations from InteractiveAI API."""
-        # Function that initiate the connexion with CAB through allowing the user to choose any available server.
-        get_act_counter = 0
-        act_dict = {}
-        while bool(act_dict) is False:
-            if get_act_counter == 0:
-                val = input(
-                    "\n There is an event : Check InteractiveAI for recommendations\n Press 'Enter' once you have made your choice in InteractiveAI application.")
-            else:
-                val = input(
-                    "\n Any recommendation was received. Try again!\n Press 'Enter' once you have made your choice in InteractiveAI application.")
-            url = self.outputsConfig['Inputs']['Act']['url']
-            payload = {}
-            headers = {}
-            response = requests.request(
-                "GET", url, headers=headers, data=payload, timeout=15)
-            # print(response.text)
-            # print(response.json())
-            act_dict = response.json()
-            if bool(act_dict) is False and get_act_counter >= 1:
-                logging.info(
-                    "\n Any recommendation was received! \n The simulation will continue with a default NULL recommendation.")
-                time.sleep(1)
-                break
-            elif bool(act_dict) :
-                logging.info("\n InteractiveAI' s recommendation received! \n")
-            get_act_counter += 1
-        # print(act_dict)
-        return act_dict
-
-
-def search_chronic_num_from_name(scenario_name,
-                                 env):
-    """Find the chronic ID from its name in the data storage base."""
-    found_id = None
-    # Search scenario with provided name
-    for id, sp in enumerate(env.chronics_handler.real_data.subpaths):
-        sp_end = os.path.basename(sp)
-        if sp_end == scenario_name:
-            found_id = id
-    return found_id
-
-
-def get_curent_lines_in_bad_KPI(obs):
-    """Identify the line with the worst KPI in the grid in the following format: {line_or_to_subid}:{line_ex_to_subid}:{name_line}."""
-    res = (obs.rho == obs.rho.max()).tolist().index(True)
-    return get_formatted_name_line(obs, res)
-
-
-def get_curent_lines_lost(obs):
-    """Identify disconnected lines in the grid in the following format: {line_or_to_subid}:{line_ex_to_subid}:{name_line}."""
-    res = (obs.line_status is False).tolist().index(True)
-    return get_formatted_name_line(obs, res)
-
-def get_formatted_name_line(obs, idx):
-    """Format line name to {line_or_to_subid}:{line_ex_to_subid}:{name_line}"""
-    return f"{obs.line_or_to_subid[idx]}:{obs.line_ex_to_subid[idx]}:{obs.name_line[idx]}"
-
-
-def get_zone_where_alarm_occured(obs):
-    """Determine the cardinal zone where an alarm occurred."""
-    zone_idx = np.where(obs.last_alarm > -1)
-    # obs.last_alarm = [86 -1 -1] =[EST,CENTRE ,OUEST] => zone = EST
-    if zone_idx[0] == 0:
-        zone = "Est"
-    elif zone_idx[0] == 1:
-        zone = "Centre"
-    elif zone_idx[0] == 2:
-        zone = "Ouest"
-    else:
-        zone = " "
-    return zone
-
-
-def display_parades_prompt(env, obs):
-    """Function that will display the IA recommendations prompt. Still under devellopement"""
-    action_do_nothing = env.action_space({})
-    ok_act = False
-    while not ok_act:
-        val = input("Choose action type:\n 1. Injection change.\n 2. Switch line\n 3. Topological change\n 4. Redispatch\n 5. Storage\n 6. Curtailement\n 7. Force line\n 8. Do nothing\nChosen action number: ")
-        ok_val = input("You chose action " + val +
-                       ". Press enter to validate or 'n' to change.\n")
-        if ok_val == 'n':
-            continue
-
-        if val == '1':
-            # ATTENTION CETTE ACTION A CHANGE ENTRE lES VERSIONS DE GRID2OP
-            inject_type = ["load_p", "load_q", "prod_p", "prod_v"]
-            ok = False
-            while not ok:
-                inj_key_id = input(
-                    "Choose type of injection to change:\n 1. Load active power.\n 2. Load reactive power.\n 3. Generator active power setpoint.\n 4.Generator voltage magnitude setpoint.\n")
-                ok_val = input("You chose injection type '" + inj_key_id +
-                               "'. Press enter to validate or 'n' to change.\n")
-                if ok_val != 'n':
-                    ok = True
-            ok = False
-            if int(inj_key_id) < 3:
-                values_len = env.action_space.n_load
-            else:
-                values_len = env.action_space.n_gen
-            while not ok:
-                values = input("Type injection requires " +
-                               str(values_len) + ".\n Enter values: ")
-                values_list = [float(s) for s in re.findall(r'\d+', values)]
-                if len(values_list) == 1:
-                    values_list = values_list * values_len
-                if len(values_list) == values_len:
-                    ok = True
-            act2 = env.action_space(
-                {"injection": {inject_type[int(inj_key_id) - 1]: values_list}})
-            ok_act = True
-        if val == '2':
-            print("bla switch line")
-        if val == '3':
-            substation_id = input("Type substation id: ")
-            current_config = obs.sub_topology(int(substation_id))
-            print("Current config of length ", len(
-                current_config), ":", current_config)
-            validate = False
-            while not validate:
-                change_config = input("Choose new config: ")
-                config_list = [int(s)
-                               for s in re.findall(r'\d+', change_config)]
-                if len(config_list) != len(current_config):
-                    print("Config length ", len(config_list), " is different from expected length ",
-                          len(current_config))
-                    continue
-                if any(x != 1 and x != 2 for x in config_list):
-                    print("Lines can only be assigned to Bus 1 or 2.")
-                    continue
-                print("Chosen config of length ", len(
-                    config_list), ":", config_list)
-                act2 = env.action_space(
-                    {"set_bus": {"substations_id": [(int(substation_id), config_list)]}})
-                validate = input(
-                    "Validate by pressing enter or type n to correct.\n")
-                if validate != 'n':
-                    validate = True
-            ok_act = True
-        if val == '4':
-            name = input("Type generator name: ")
-            while name not in obs.name_gen:
-                print("Generators: ", obs.name_gen)
-                name = input("Type a valid generator name: ")
-            idx = np.where(obs.name_gen == name)[0][0]
-            validate = False
-            while not validate:
-                redispatch = input("Type the amount of redispatch: ")
-                ok = input("Chosen value " + redispatch +
-                           " MW. Press enter to validate or type n to change.\n")
-                if ok != 'n':
-                    validate = True
-            act2 = env.action_space({"redispatch": [(idx, float(redispatch))]})
-            ok_act = True
-        if val == '5':
-            if len(obs.name_storage) > 0:
-                print("Storage units", obs.name_storage)
-                idx = input("Give storage unit index: ")
-                value = input(
-                    "Type the amount of power in MW (negative if production and positive if recharge): ")
-                act2 = env.action_space(
-                    {"set_storage": [(int(idx), float(value))]})  # storage unit of id 0 produce 1.5MW
-                ok_act = True
-            else:
-                print("No storage units available on the grid. Choose another action.\n")
-                ok_act = False
-        if val == '6':
-            print("Renewable generator indices:", [i for i in range(
-                len(obs.gen_renewable)) if obs.gen_renewable[i]])
-            idx = input("Choose a generator index: ")
-            ratio = input("Enter ratio to curtail: ")
-            act2 = env.action_space({"curtail": [(int(idx), float(ratio))]})
-            ok_act = True
-        if val == '7':
-            # reconnect_powerline = env.action.space.reconnect_powerline(line_id=5,bus_or=1,bus_ex=2)
-            # act2 = env.action_space({"set_bus": {"loads_id": [(4,1)]}})
-            print("bla force line")
-            ok_act = True
-        if val == '8':
-            act2 = action_do_nothing
-            ok_act = True
-
-    # print(act2)
-    return act2
-
-
-def expand_act_from_cab(env, act_dict):
-    """Function that will generate compliant act from act_dict."""
-    act = env.action_space()
-    act.from_json(act_dict)
-    act_vect = act.to_vect()
-    actnew = env.action_space()
-    actnew.from_vect(act_vect)
-    return actnew
-
-
-def load_assistant(assistant_path,
-                   assistant_seed,
-                   env,
-                   logger=None):
-    """utility to load the agent"""
-    # lazy loading
-    assistant = None
-    abs_assistant_path = os.path.abspath(assistant_path)
-    submission = importlib.import_module(
-        f"Ressources.XD_silly_repo.submission")
-    assistant = submission.make_agent(
-        env.copy(), os.path.join(abs_assistant_path, "submission"))
-    if not isinstance(assistant, BaseAgent):
-        msg_ = "your assistant you be a grid2op.Agent.BaseAgent"
-        raise RuntimeError(msg_)
-    assistant.seed(int(assistant_seed))
-    return assistant
-
-
-def local_XD_Silly(obs,
-                   assistant):
-    """Get local recommendations from the XD_Silly assistant."""
-    recos = assistant.make_recommandations(obs, n_actions=3)
-    if len(recos) > 0:
-        local_act, _ = recos[0]
-        return local_act
-
-
-def get_nbOfTimestepSinceLastObs(obs_dict,
-                                 previous_step):
-    """Calculate the number of timesteps since the last observation."""
-    nb_timestep = int(obs_dict.get("current_step")[0])-int(previous_step)
-    return nb_timestep
-
-
-def targeted_scenario_act_fixed(env,
-                                obs):
-    """Apply fixed actions for specific steps in the targeted scenario."""
-    act = None
-    topo_trigger = False
-    # Manual action's correction on specifics steps
-    if obs.current_step == 0:
-        # print("Simulation step : ",obs.current_step)
-        # print("obs_Topology",obs.topo_vect)
-        act = env.action_space(
-            {'set_bus': {'substations_id': [(28, (2, 1, 2, 1, 1))]}})
-        topo_trigger = True
-
-    if obs.current_step in [162, 419, 433, 744, 1871]:
-        # print("Simulation step : ",obs.current_step)
-        # print("obs_Topology",obs.topo_vect)
-        act = env.action_space({'set_bus': {'substations_id': [(
-            16, (1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1))]}})
-        topo_trigger = True
-
-    if obs.current_step == 799:
-        # print("Simulation step : ",obs.current_step)
-        # print("obs_Topology",obs.topo_vect)
-        act = env.action_space(
-            {'set_bus': {'substations_id': [(9, (1, 1, 1, 1, 1, 1, 1))]}})
-        topo_trigger = True
-
-    if obs.current_step == 800:
-        # print("Simulation step : ",obs.current_step)
-        # print("obs_Topology",obs.topo_vect)
-        act = env.action_space(
-            {'set_bus': {'substations_id': [(19, (1, 1, 1))]}})
-        topo_trigger = True
-
-    if obs.current_step == 801:
-        # print("Simulation step : ",obs.current_step)
-        # print("obs_Topology",obs.topo_vect)
-        act = env.action_space(
-            {'set_bus': {'substations_id': [(21, (1, 1, 1, 1, 1, 1, 1, 1))]}})
-        topo_trigger = True
-
-    if obs.current_step == 802:
-        # print("Simulation step : ",obs.current_step)
-        # print("obs_Topology",obs.topo_vect)
-        act = env.action_space(
-            {'set_bus': {'substations_id': [(23, (1, 1, 1, 1, 1, 1, 1, 1, 1, 1))]}})
-        topo_trigger = True
-
-    if obs.current_step == 1539:
-        # print("Simulation step : ",obs.current_step)
-        # print("obs_Topology",obs.topo_vect)
-        act = env.action_space(
-            {'set_bus': {'substations_id': [(26, (1, 1, 1, 1, 1, 1, 1, 1, 1))]}})
-        topo_trigger = True
-    return act, topo_trigger
-
-
-def run_simulator():
-    """Main function to run the PowerGrid simulator based on Grid2Op platform."""
-    # Logger
-    logging.getLogger().setLevel(logging.INFO)
-    logging.info(" Welcome to PowerGrid Simulator based on Grid2Op platform! \n")
-
-    # Communications module
-    com = Communicate()
-
-    # Connexion with InteractiveAI management
-    if com.CAB_API_on is True:
-        server_choosen = com.choose_a_CAB_application()
-        if server_choosen is True:
-            connexion = False
-            connexion_counter = 0
-            while connexion is False:
-                if connexion_counter >= 1:
-                    print("Try again")
-                username = input('Username : ')
-                try:
-                    password = getpass.getpass('Password : ')
-                except:
-                    password = input('Password : ')
-                connexion = com.login(username, password)
-                connexion_counter += 1
-
-    try:
-        # Load simulation configuration
-        config = toml.load("config/CONFIG.toml")
-
-        forecasts_horizons = [5, 10, 15, 20, 25, 30]
-
-        # Grid2OP environment definition and loading
-        # env = grid2op.make(config['env_name'],backend=bkClass())
-        env = grid2op.make(config['env_name'],
-                           backend=bkClass(),
-                           data_feeding_kwargs={
-                               "gridvalueClass": FromHandlers,
-                               "gen_p_handler": CSVHandler("prod_p"),
-                               "load_p_handler": CSVHandler("load_p"),
-                               "gen_v_handler": CSVHandler("prod_v"),
-                               "load_q_handler": CSVHandler("load_q"),
-                               "h_forecast": forecasts_horizons,
-                               "gen_p_for_handler": PerfectForecastHandler("prod_p_forecasted"),
-                               "load_p_for_handler": PerfectForecastHandler("load_p_forecasted"),
-                               "load_q_for_handler": PerfectForecastHandler("load_q_forecasted")})
-
-        # Initial state
-        env.seed(config['env_seed'])
-        id_scenario = search_chronic_num_from_name(config['scenario_name'],
-                                                   env)
-        env.set_id(id_scenario)  # Scenario choice
-        obs = env.reset()
-        if com.CAB_API_on is True:
-            logging.info("The scenario launched is : %s \n",
-                         env.chronics_handler.get_name())
-        else:
-            print("The scenario launched is : %s \n",
-                  env.chronics_handler.get_name())
-
-        reward = 0
-        done = False
-        anticipation_compute_step = config['step_start_security_analysis']
-
-        # Assistant definition and loading
-        # Uncomment the following line if required
-        assistant_path = config['assistant_path']
-        assistant_seed = config['assistant_seed']
-        local_assistant = load_assistant(assistant_path, assistant_seed, env)
-
-        # Added for IA Agent testing (required assistantManager.py file)
-        # agentM = AgentManager()
-
-        # Agent RecoPowerLine
-        agent_reco = recoPowerlineAgent.RecoPowerlineAgent(env.action_space)
-        act = agent_reco.act(obs, 0)
-
-        if com.CAB_API_on is True:
-            logging.info("The simulation is loaded.\n")
-        else:
-            print("The Simulation is loaded.\n")
-
-    except Exception as e:
-        print(e)
-        logging.info(
-            "The simulation is not load properly. The program will stop.")
-        exit()
-
-    # Listener module
-    listen = Listener(obs)
-
-    # Context refreshing rate
-    try:
-        send_tempo = com.outputsConfig['Outputs']['Context']['tempo']
-    except Exception as e:
-        print(e)
-        send_tempo = 50  # by default
-
-    event_resolved_trigger = False
-
-    # Choose the first step concern by context sending to InteractiveAI
-    try:
-        com.push_step = config['scenario_first_step']
-    except Exception as e:
-        print(e)
-
-    silent_mode_msg_trigger = True
-    step_counter = 0
-    date = datetime.now(timezone.utc)
-
-    while not done:
-        context_date = date + timedelta(minutes=float(5))*step_counter
-
-        # Pour corriger la valeur de act à certain pas précis en vue d'avoir notre scénario cible
-        act_fixed, _ = targeted_scenario_act_fixed(env,
-                                                   obs)
-        if act_fixed is not None:
-            act = act_fixed
-
-        # Begining of steps : Observation updates
-        obs, reward, done, info = env.step(act)  # obs,reward,done,info
-
-        # By default
-        act = env.action_space({})
-
-        # To handle between "silent mode" and "stream simulation" (with or without InteractiveAI)
-        # (The stream simulation starts at step config['scenario_first_step'])
-        if obs.current_step >= config['scenario_first_step']:
-            if com.CAB_API_on is True:
-                logging.info("Simulation step %s",
-                             obs.current_step)
-            else:
-                print("Simulation step %s",
-                      obs.current_step)
-
-        elif obs.current_step == config['scenario_first_step'] - 1:
-            print("\n")
-            logging.info(f"The simulator is now connected to InteractiveAI\n")
-            silent_mode_msg_trigger = False
-        else:
-            if silent_mode_msg_trigger:
-                logging.info(f'''Status: The scenario unfolds in silent mode.\n
-                             The simulator will reconnect to InteractiveAI from the step 
-                             {config['scenario_first_step']} 
-                             (see configuration file) \n''')
-                silent_mode_msg_trigger = False
-            if obs.current_step % 50 == 0:
-                print("step",
-                      obs.current_step, end="",
-                      flush=True)
-            elif obs.current_step % 10 == 0:
-                print(' ... ',
-                      end="",
-                      flush=True)
-                # time.sleep(config['stepDuration_s']/10)
-
-        # To handle end of event card and event followup
-        com.send_issues_ending_online(config['stepDuration_s'],
-                                      context_date)
-
-        # Forecast events checking
-        obs_forecast = None
-        f_env = None
-        if obs.current_step == anticipation_compute_step:
-            anticipation_compute_step = obs.current_step + \
-                config['refresh_frequency_step']
-            # pour dans 15 min (time_step_forecast=3)
-            obs_forecast, *_ = obs.simulate(env.action_space(),
-                                            config['time_step_forecast'])
-
-            f_env = obs_forecast._obs_env
-
-        # Added to send context online sequentialy
-        if obs.current_step >= config['scenario_first_step']:
-            context_just_sent = False
-            if (obs.current_step == com.push_step or event_resolved_trigger is True) and com.CAB_API_on is True:
-                com.push_step = obs.current_step + send_tempo
-                com.send_context_online(
-                    env, obs, config['scenario_first_step'], context_date)
-                event_resolved_trigger = False
-                context_just_sent = True
-
-        if listen.stop_for_issue_state(obs,
-                                       obs_forecast,
-                                       f_env,
-                                       env._opponent._lines_ids):
-            # logging.info("An alarm is raised")
-
-            # ----------------------------------------------------------------------------------
-            if "Overload" in listen.current_issues:
-                if obs.current_step >= config['scenario_first_step']:
-                    com.push_step = obs.current_step + send_tempo
-                    if com.CAB_API_on is True and context_just_sent is False:
-                        com.send_context_online(env,
-                                                obs,
-                                                config['scenario_first_step'],
-                                                context_date)
-                        context_just_sent = True
-                    logging.info("Status: there is an Overload")
-
-                    com.send_event_online(context_date,
-                                          config['scenario_first_step'],
-                                          listen.trigger_kpis(obs, act),
-                                          obs, listen.current_issues,
-                                          line_name=get_curent_lines_in_bad_KPI(
-                                              obs),
-                                          case_overload=True)
-                # act = display_parades_prompt(env,obs)
-                if (obs.current_step < config['scenario_first_step']) or (com.CAB_API_on is False):
-                    # Utiliser XD_Silly en cache (en local)
-                    act = local_XD_Silly(obs, local_assistant)
-                    if com.CAB_API_on is False:
-                        logging.info(f"Parade : {act}")
-
-                else:
-                    # Récuperer les parades de InteractiveAI
-                    act_dict = com.get_act_from_api()
-                    act = expand_act_from_cab(env, act_dict)
-                    logging.info(f"Parade : {act}")
-
-                # Added for IA Agent testing (required assistantManager.py file)
-                # obs_dict = obs.to_json()
-                # recommendation = agentM.recommendate(obs_dict)
-                # parades = agentM.getlistOfParadeInfo()
-                # act,__ = recommendation[0]
-
-                event_resolved_trigger = True
-
-            if "Assistant raised an alarm" in listen.current_issues:
-                if obs.current_step >= config['scenario_first_step']:
-
-                    # com.push_step = obs.current_step + send_tempo
-                    # if com.CAB_API_on is True and context_just_sent == False:
-                    #     com.send_context_online(env,obs,config['scenario_first_step'],context_date)
-                    #     context_just_sent = True
-
-                    logging.info("Status: there is an IA Agent alert")
-
-                    com.send_event_online(context_date,
-                                          config['scenario_first_step'],
-                                          listen.trigger_kpis(obs, act),
-                                          obs,
-                                          listen.current_issues,
-                                          zone=get_zone_where_alarm_occured(
-                                              obs),
-                                          case_assist_alarm=True)
-                    # act = display_parades_prompt(env,obs)
-                    event_resolved_trigger = True
-
-            if "Anticipation N-1" in listen.current_issues:
-                if obs.current_step >= config['scenario_first_step']:
-
-                    # #com.push_step = obs.current_step + send_tempo
-                    # if com.CAB_API_on is True: # and context_just_sent == False:
-                    #     com.send_context_online(obs_forecast._obs_env,obs_forecast,config['scenario_first_step'],context_date)
-                    #     #context_just_sent = True
-                    # time.sleep(40)
-
-                    logging.info("Status: there is an Anticipation N-1 event")
-
-                    for x in listen.anticipation:
-                        logging.info(
-                            f"There is a line lost anticipation event {x}")
-
-                        com.send_event_online(context_date,
-                                              config['scenario_first_step'],
-                                              listen.trigger_kpis(
-                                                  obs, env.action_space()),
-                                              obs_forecast,
-                                              listen.current_issues,
-                                              line=x,
-                                              duration=config['duration_step_forecast'],
-                                              case_anticip=True)
-                    # act = display_parades_prompt(env,obs)
-                    event_resolved_trigger = True
-                    obs_forecast = None
-                    if obs.current_step >= config['scenario_first_step']:
-                        # time.sleep(40)
-
-                        # pause_simulation = input(
-                        # "\n The simulation is on 'pause'!\n Press 'Enter' when you are ready to continue.")
-                        pass
-
-            if "Line lost" in listen.current_issues:
-                if obs.current_step >= config['scenario_first_step']:
-                    # com.push_step = obs.current_step + send_tempo
-                    # if com.CAB_API_on == True and context_just_sent == False:
-                    #     com.send_context_online(env,obs,config['scenario_first_step'],context_date)
-                    #     context_just_sent = True
-                    logging.info("Status: there is a Line lost %s",
-                                 get_curent_lines_lost(obs))
-
-                    com.send_event_online(context_date,
-                                          config['scenario_first_step'],
-                                          listen.trigger_kpis(obs, act),
-                                          obs,
-                                          listen.current_issues,
-                                          line_name=get_curent_lines_lost(obs),
-                                          case_line_lost=True)
-                    event_resolved_trigger = True
-                    if obs.current_step >= config['scenario_first_step']:
-                        # time.sleep(40)
-
-                        # pause_simulation = input(
-                        # "\n The simulation is on 'pause'!\n Press 'Enter' when you are ready to continue.")
-                        pass
-            # --------------------------------------------------------------------
-
-        # To reconnect lines in the grid any time this agent detect a line disconnection.
-        # (This act is ovewriten in case of Oveload and XD_Silly intervene)
-        if act == env.action_space({}):
-            act = agent_reco.act(obs, 0)
-            # print("Recopowerline acted. \n")
-
-        # To handle simulator speed
-        if obs.current_step >= config['scenario_first_step']:
-            step_counter = step_counter + 1
-            time.sleep(config['stepDuration_s'])
-
-
-if __name__ == '__main__':
-    run_simulator()
diff --git a/usecases_examples/PowerGrid/README.md b/usecases_examples/PowerGrid/README.md
index 456f174e..3cbdb440 100644
--- a/usecases_examples/PowerGrid/README.md
+++ b/usecases_examples/PowerGrid/README.md
@@ -14,23 +14,21 @@ to solve security issues.
 For further explanation on Grid2Op, the official documentation of Grid2Op is available at [https://grid2op.readthedocs.io/](https://grid2op.readthedocs.io/).
 And it can also be found here [Grid2Op/README.md](Grid2Op/README.md).
 
-*   [1 Installation](#1-installation)
-    *   [1.1 Requirements](#11-requirements)
-    *   [1.2 Setup a Virtualenv (optional)](#12-setup-a-virtualenv-optional)
-    *   [1.3 Installation of the simulator layer](#13-installation-of-the-simulator-layer)
-        *   [1.3.1 CASE 1 : Console Simulator](#131-case-1--console-simulator)
-        *   [1.3.2 CASE 2 : Web App Simulator](#132-case-2--web-app-simulator)
-*   [2 Run the simulator](#2-run-the-simulator)
-    *   [2.1 CASE 1 : Console Simulator](#21-case-1--console-simulator)
-        *   [Configurate the simulator settings](#configurate-the-simulator-settings)
-        *   [Run the simulator in your terminal](#run-the-simulator-in-your-terminal)
-    *   [2.2 CASE 2 : Web App Simulator](#22-case-2--web-app-simulator)
-        *   [To launch the simulator app](#to-launch-the-simulator-app)
-        *   [Run the simulator in your terminal (optional)](#run-the-simulator-in-your-terminal-optional)
-    *   [2.3 Credentials required to run the simulation](#23-credentials-required-to-run-the-simulation)
-*   [3 Project Structure](#3-project-structure)
-    *   [3.1 Main Directories](#31-main-directories)
-    *   [3.2 Important Files](#32-important-files)
+- [PowerGrid grid2op POC simulator](#powergrid-grid2op-poc-simulator)
+- [1 Installation](#1-installation)
+  - [1.1 Requirements:](#11-requirements)
+  - [1.2 Setup a Virtualenv (optional)](#12-setup-a-virtualenv-optional)
+    - [Create a virtual environment](#create-a-virtual-environment)
+    - [Enter the virtual environment](#enter-the-virtual-environment)
+  - [1.3 Installation of the simulator layer](#13-installation-of-the-simulator-layer)
+- [2 Run the simulator](#2-run-the-simulator)
+  - [2.1 Local deployment](#21-local-deployment)
+  - [2.2 Server deployment](#22-server-deployment)
+  - [2.3 Run directly, without Docker (optional)](#23-run-directly-without-docker-optional)
+  - [2.4 Credentials required to run the simulation](#24-credentials-required-to-run-the-simulation)
+- [3 Project Structure](#3-project-structure)
+  - [3.1 Main Directories](#31-main-directories)
+  - [3.2 Important Files](#32-important-files)
 
 
 # 1 Installation
@@ -39,7 +37,8 @@ And it can also be found here [Grid2Op/README.md](Grid2Op/README.md).
 * Docker and Docker Compose
 
 ## 1.2 Setup a Virtualenv (optional)
-Follow this section in case you are working on localhost, and without Docker.
+Follow this section only if you want to run the simulator directly on your host, without Docker
+(see [2.3](#23-run-directly-without-docker-optional)). With Docker you can skip this section.
 
 ### Create a virtual environment 
 ```commandline
@@ -59,80 +58,68 @@ source venv_grid2op/scripts/activate
 ```
 
 ## 1.3 Installation of the simulator layer
-Either use CASE 1 or CASE 2 to install the PowerGrid's simulator of your choice.
-
-
-### 1.3.1 CASE 1 : Console Simulator
-
-1. Install dependencies for the console simulator (optional, yet required when working on localhost):
+This step is only required to run the simulator directly on your host (without Docker).
+When using Docker, dependencies are installed inside the image automatically.
 
 ```commandline
 cd InteractiveAI/usecases_examples/PowerGrid
-pip install -r requirements-consol.txt
+pip install -r requirements-app.txt
 ```
 
-2. Launch the InteractiveAI event listener server, compatible with the console simulator.
-
-```commandline
-docker compose up -d --build api
-```
+# 2 Run the simulator
 
-The launched API might be accessible at this address: 
-http://SERVER_ADDRESS:5100
+The simulator is a web application. Two Docker Compose files are provided:
 
-The SERVER_ADDRESS will be the one of the computer used to launch the Docker command.
+| File                       | Use                 | Simulator UI               | InteractiveAI                                |
+| -------------------------- | ------------------- | -------------------------- | -------------------------------------------- |
+| `docker-compose.local.yml` | Local development   | http://localhost:5122      | on the same host, via `host.docker.internal` |
+| `docker-compose.yml`       | Server / production | http://SERVER_ADDRESS:5100 | a remote/public URL                          |
 
-### 1.3.2 CASE 2 : Web App Simulator
+## 2.1 Local deployment
 
-1. Install dependencies for the console simulator (optional, yet required when working on localhost):
+Use this when InteractiveAI is running on the **same machine** as the simulator.
 
 ```commandline
 cd InteractiveAI/usecases_examples/PowerGrid
-pip install -r requirements-app.txt
+docker compose -f docker-compose.local.yml up -d --build
 ```
 
-**2. Launch the whole all in one web app simulator through docker on a computer (BEST APPROACH):** 
+Then open http://localhost:5122 in your browser.
 
-```commandline
-docker compose up -d --build app
-```
+In the login page, select the InteractiveAI server
+`http://host.docker.internal:3200/`.
 
-The launched app might be accessible at this address: 
-http://SERVER_ADDRESS:5100/
+Because the code is bind-mounted in this mode, changes to templates/code are picked up on a browser refresh, without rebuilding the image.
 
-The SERVER_ADDRESS will be the one of the computer used to launch the Docker command.
+## 2.2 Server deployment
 
-# 2 Run the simulator
+Use this to deploy the simulator on a server, connecting to a **remote/public** InteractiveAI
+instance (e.g. `https://demo.interactiveai.irt-systemx.fr/`).
 
-## 2.1 CASE 1 : Console Simulator
-
-### Configurate the simulator settings
-* Define your simulation configuration in the file: [`/InteractiveAI/usecases_examples/PowerGrid/config/CONFIG.toml`](/usecases_examples/PowerGrid/config/CONFIG.toml)
-* Define InteractiveAI connection settings in the file: [`/InteractiveAI/usecases_examples/PowerGrid/config/API_POWERGRID_CAB.toml`](/usecases_examples/PowerGrid/config/API_POWERGRID_CAB.toml)
-
-### Run the simulator in your terminal
 ```commandline
 cd InteractiveAI/usecases_examples/PowerGrid
-python PowerGrid_poc_simulator_consol.py
+docker compose up -d --build
 ```
 
-## 2.2 CASE 2 : Web App Simulator
+Then open http://SERVER_ADDRESS:5100/ (with **SERVER_ADDRESS** the address of your remote
+machine), and select the public InteractiveAI URL in the login page. The list of available
+InteractiveAI servers is defined in
+[`config/API_POWERGRID_CAB.toml`](/usecases_examples/PowerGrid/config/API_POWERGRID_CAB.toml);
+you can also add one directly from the login page.
+
+The code is bind-mounted in this mode too, so edits to code/templates take effect after a
+container restart, without rebuilding the image.
 
-### To launch the simulator app (BEST APPROACH)
-Open a web browser and navigate to the URL returned by Docker after running the containers. 
-This URL will typically be `http://localhost:5100/` unless you've configured a different port.
+## 2.3 Run directly, without Docker (optional)
 
-Note: If you're running Docker on a remote machine or using Docker Toolbox on Windows, 
-you may need to replace 'localhost' with the appropriate IP address.
-For example : http://SERVER_ADDRESS:5100/  with **SERVER_ADDRESS** the one of your remote machine.
+After completing the installation steps in [section 1](#1-installation):
 
-### Run the simulator in your terminal (optional)
 ```commandline
 cd InteractiveAI/usecases_examples/PowerGrid
 python PowerGrid_poc_simulator_app.py
 ```
 
-## 2.3 Credentials required to run any simulator
+## 2.4 Credentials required to run the simulation
 
 To run the simulation, you will need the following credentials:
 
@@ -153,9 +140,8 @@ These credentials are created by the InteractiveAI platform. The PowerGrid's sim
 
 ## 3.2 Important Files
 
-- `PowerGrid_poc_simulator_consol.py`: Main script to run the simulator in console mode.
 - `PowerGrid_poc_simulator_app.py`: Main script to run the simulator in web application mode.
-- `requirements-consol.txt`: List of dependencies for the console mode simulator.
 - `requirements-app.txt`: List of dependencies for the web application mode simulator.
-- `docker-compose.yml`: Configuration for the Docker environment.
-- `Dockerfile.app` and `Dockerfile.api`: Dockerfile files to build Docker images.
\ No newline at end of file
+- `docker-compose.local.yml`: Docker Compose file for local development (simulator UI on port 5122).
+- `docker-compose.yml`: Docker Compose file for server deployment (simulator UI on port 5100).
+- `Dockerfile.app`: Dockerfile used to build the simulator Docker image.
diff --git a/usecases_examples/PowerGrid/RecommendationAPI.py b/usecases_examples/PowerGrid/RecommendationAPI.py
deleted file mode 100644
index b0e93e15..00000000
--- a/usecases_examples/PowerGrid/RecommendationAPI.py
+++ /dev/null
@@ -1,48 +0,0 @@
-from flask import Flask, jsonify, request
-
-class Recommendation:
-    def __init__(self):
-        self.data = {}
-
-recommend = Recommendation()
-
-app = Flask(__name__)
-
-@app.after_request
-
-def add_cors_headers(response):
-    """Allow the CAB frontend to POST applied recommendations cross-origin.
-
-    Without these headers the browser's preflight OPTIONS succeeds but the actual
-    POST is blocked by CORS. Prefer the nginx same-origin proxy (/powergrid-simu/)
-    where possible; these headers only matter for direct plain-HTTP calls.
-    """
-    response.headers['Access-Control-Allow-Origin'] = '*'
-    response.headers['Access-Control-Allow-Methods'] = 'GET, POST, OPTIONS'
-    response.headers['Access-Control-Allow-Headers'] = 'Content-Type, Authorization'
-    return response
-
-@app.route("/")
-def home_page():
-    return "API for PowerGrid recommendations"
-
-
-@app.route('/api/v1/recommendations', methods=['POST'])
-def receive_act():
-    recommend.data = (request.get_json())
-    print(recommend.data)
-    return jsonify({
-        "message" : "OK"
-    })
-
-@app.route('/api/v1/recommendations', methods=['GET'])
-def send_act():
-    act_dict = {}
-    act_dict = recommend.data
-    recommend.data = {}
-    print(act_dict)
-    return jsonify(act_dict)
-
-
-
-app.run(debug=True, host='0.0.0.0', port=5000)
\ No newline at end of file
diff --git a/usecases_examples/PowerGrid/config/API_POWERGRID_CAB.toml b/usecases_examples/PowerGrid/config/API_POWERGRID_CAB.toml
index 45014db1..6fe1a593 100644
--- a/usecases_examples/PowerGrid/config/API_POWERGRID_CAB.toml
+++ b/usecases_examples/PowerGrid/config/API_POWERGRID_CAB.toml
@@ -7,6 +7,8 @@ cab_server_url_2 = "http://localhost:3200/"
 cab_server_url_3 = "http://host.docker.internal:3200/"
 cab_server_url_4 = "http://172.19.0.1:3200/"
 cab_server_url_5 = "https://demo.interactiveai.irt-systemx.fr/"
+cab_server_url_6 = "http://127.0.0.1/"
+cab_server_url_7 = "http://192.168.208.118:3200/"
 
 [Outputs]
 activate = "yes"
diff --git a/usecases_examples/PowerGrid/docker-compose.local.yml b/usecases_examples/PowerGrid/docker-compose.local.yml
new file mode 100644
index 00000000..6dccc93d
--- /dev/null
+++ b/usecases_examples/PowerGrid/docker-compose.local.yml
@@ -0,0 +1,25 @@
+# Local development deployment
+# -----------------------------
+# Simulator UI:        http://localhost:5122
+# InteractiveAI:       running on THIS host (e.g. http://host.docker.internal:3200/)
+#                      -> reachable from the container via the host-gateway mapping below.
+# Live code/templates: bind-mounted, so edits show on browser refresh (no rebuild).
+#
+# Run:  docker compose -f docker-compose.local.yml up -d --build
+#       (docker-compose.yml is the LOCAL config, so -f is required here)
+services:
+  app:
+    build:
+      context: .
+      dockerfile: Dockerfile.app
+    image: powergrid-simulator-app
+    container_name: PowerGrid-simulator-app
+    restart: unless-stopped
+    ports:
+      - "5122:5000"
+    extra_hosts:
+      # Lets the container reach InteractiveAI published on the host.
+      # In the login UI, select http://host.docker.internal:3200/ (NOT localhost).
+      - "host.docker.internal:host-gateway"
+    volumes:
+      - .:/code
diff --git a/usecases_examples/PowerGrid/docker-compose.yml b/usecases_examples/PowerGrid/docker-compose.yml
index e9b0ea20..4cfa9be2 100644
--- a/usecases_examples/PowerGrid/docker-compose.yml
+++ b/usecases_examples/PowerGrid/docker-compose.yml
@@ -1,3 +1,13 @@
+# Server / production deployment
+# -------------------------------
+# Simulator UI:  http://<server-host>:5100
+# InteractiveAI: a remote/public instance selected in the login UI
+#                (e.g. https://demo.interactiveai.irt-systemx.fr/).
+#                No host-gateway mapping is needed for a public URL.
+# Code:          bind-mounted from the host, so edits to code/templates take effect
+#                after a container restart (or browser refresh) without a rebuild.
+#
+# Run:  docker compose up -d --build
 services:
   app:
     build:
@@ -11,14 +21,5 @@ services:
     volumes:
       - .:/code
 
-  api:
-    build:
-      context: .
-      dockerfile: Dockerfile.api
-    image: powergrid-simulator-api
-    container_name: PowerGrid-simulator-api
-    restart: always
-    ports:
-      - "5100:5000"
-    volumes:
-      - .:/code
+
+
diff --git a/usecases_examples/PowerGrid/requirements-api.txt b/usecases_examples/PowerGrid/requirements-api.txt
deleted file mode 100644
index ecb42322..00000000
--- a/usecases_examples/PowerGrid/requirements-api.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-Flask==2.3.2
-flask-cors
\ No newline at end of file
diff --git a/usecases_examples/PowerGrid/requirements-consol.txt b/usecases_examples/PowerGrid/requirements-consol.txt
deleted file mode 100644
index b24b219f714e5ecd38990d463710c7cf41f0032d..0000000000000000000000000000000000000000
GIT binary patch
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From c26cbffc159ab7525347f0274e8dfb7ff0c6f2c1 Mon Sep 17 00:00:00 2001
From: Abderrahman AIT SAID <abderrahman.ait-said@irt-systemx.fr>
Date: Thu, 6 Aug 2026 09:53:47 +0200
Subject: [PATCH 3/5] Remove ontology recommendation from PowerGrid
 recommendation service

---
 .../recommendation-service/requirements.txt   |  Bin 2138 -> 2106 bytes
 .../resources/PowerGrid/manager.py            |  184 +-
 .../PowerGrid/ontology/Grid2onto_v2_3.owl     | 3133 -----------
 .../PowerGrid/ontology/Grid2onto_v2_3_1.owl   | 4903 -----------------
 .../PowerGrid/ontology/Onto2grid_v1.2.owl     | 1173 ----
 5 files changed, 2 insertions(+), 9391 deletions(-)
 delete mode 100644 backend/recommendation-service/resources/PowerGrid/ontology/Grid2onto_v2_3.owl
 delete mode 100644 backend/recommendation-service/resources/PowerGrid/ontology/Grid2onto_v2_3_1.owl
 delete mode 100644 backend/recommendation-service/resources/PowerGrid/ontology/Onto2grid_v1.2.owl

diff --git a/backend/recommendation-service/requirements.txt b/backend/recommendation-service/requirements.txt
index 7eb1ae7c3933acbcffd6d68774e5dee981841698..55cbb741ef3a18e8f57adc685349ed00e4f2b2eb 100644
GIT binary patch
delta 12
Tcmca5uuEVA2g_y+79$n_9V-Kd

delta 42
wcmdlba7$nV2a9YzLpehZLlHwNLn1>8LnVU|gDnsmFz7LuFqm#;Wie#|0M}9oT>t<8

diff --git a/backend/recommendation-service/resources/PowerGrid/manager.py b/backend/recommendation-service/resources/PowerGrid/manager.py
index bb4a12b8..aefea2cb 100644
--- a/backend/recommendation-service/resources/PowerGrid/manager.py
+++ b/backend/recommendation-service/resources/PowerGrid/manager.py
@@ -1,15 +1,10 @@
-import json
 import os
-import warnings
 
 import requests
 import urllib3
 from api.manager.base_manager import BaseRecommendationManager
-from owlready2 import get_ontology
 from settings import logger
 
-from .PowerGridgrid2op_poc_simulator.assistant_manager import AgentType
-
 urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
 
 
@@ -21,10 +16,6 @@ class PowerGridManager(BaseRecommendationManager):
     """
 
     def __init__(self):
-        script_dir = os.path.dirname(os.path.abspath(__file__))
-        self.owl_file_path = os.path.join(
-            script_dir, "ontology/Grid2onto_v2_3_1.owl"
-        )
         # Runtime value comes from the RL_AGENT_API_URL env var (set via
         # .secrets -> docker-compose.sh -> .env for local Docker, or extraEnv
         # for k8s). The fallback is a safe in-cluster default only.
@@ -36,7 +27,7 @@ def __init__(self):
         super().__init__()
 
     def get_recommendation(self, request_data):
-        """Get IA agent and ontology recomendations
+        """Get IA agent recomendations
 
         Args:
             request_data (dict): A dictionary with keys "context" and "event"
@@ -45,18 +36,7 @@ def get_recommendation(self, request_data):
             list[dict]: List of recomendations
         """
         logger.info("Getting RL agent recommendations from external API")
-        parades = self._get_rl_parades(request_data)
-
-        onto_recommendation = []
-        event_data = request_data.get("event", {})
-        event_line = event_data.get("line")
-        if event_line:
-            logger.info("Getting ontology recommendation")
-            onto_recommendation = self.get_onto_recommendation(event_line)
-            logger.info(onto_recommendation)
-            print(onto_recommendation)
-        # both parades & onto_recommendation should be lists on the same format
-        return parades + onto_recommendation
+        return self._get_rl_parades(request_data)
 
     def _get_rl_parades(self, request_data):
         """Call the external RL agent API to get parade recommendations.
@@ -97,163 +77,3 @@ def _get_rl_parades(self, request_data):
         except Exception as e:
             logger.error(f"Unexpected error calling RL agent API: {type(e).__name__}: {e}")
             return []
-
-    def get_onto_recommendation(self, event_line):
-        """Get Ontology recomendations
-
-        Args:
-            event_line (string): Line name
-
-        Returns:
-            dict: One ontology recomendation
-        """
-        # Default output
-        output_json = {
-            "title": "Default Ontology Recommendation",
-            "description": (
-                "No recommendation has been found for this overload, because "
-                "it has not been observed in the past."
-            ),
-            "use_case": "PowerGrid",
-            "agent_type": AgentType.onto.name,
-            "actions": [{}],
-            "kpis": {
-                "type_of_the_reco": "Null",
-                "efficiency_of_the_reco": 1.99999,
-            },
-        }
-
-        # Loading ontology
-        rte_onto = get_ontology(self.owl_file_path).load()
-
-        # Get all powerlines
-        powerlines_query = """
-            PREFIX owl: <http://www.w3.org/2002/07/owl#>
-            PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
-            PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>
-            PREFIX x_1.1: <http://purl.org/dc/elements/1.1/>
-            PREFIX xml: <http://www.w3.org/XML/1998/namespace>
-            PREFIX xsd: <http://www.w3.org/2001/XMLSchema#>
-            PREFIX cab: <http://www.semanticweb.org/emna.amdouni/ontologies/2023/0/Grid2Onto#>
-
-            SELECT DISTINCT ?line
-            WHERE {{
-                ?line rdf:type cab:Powerline .
-            }}
-        """
-
-        powerlines_list = list(rte_onto.world.sparql(powerlines_query))
-
-        our_powerline = "powerline_" + event_line
-
-        selected_powerline = None
-
-        for powerline in powerlines_list:
-
-            if our_powerline in str(powerline[0]):
-                selected_powerline = str(powerline[0])
-                break
-
-        if selected_powerline is not None:
-            parts_prefix = selected_powerline.split(".")
-            prefix_onto = parts_prefix[0] + "."
-            selected_powerline = selected_powerline.replace(prefix_onto, "")
-
-            selected_powerline_iri = (
-                "http://www.semanticweb.org/emna.amdouni/ontologies/2023/0/Grid2Onto#"
-                + selected_powerline
-            )
-
-            # Get all similar situations
-            similar_situations_query = """
-                PREFIX owl: <http://www.w3.org/2002/07/owl#>
-                PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
-                PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>
-                PREFIX x_1.1: <http://purl.org/dc/elements/1.1/>
-                PREFIX xml: <http://www.w3.org/XML/1998/namespace>
-                PREFIX xsd: <http://www.w3.org/2001/XMLSchema#>
-                PREFIX cab: <http://www.semanticweb.org/emna.amdouni/ontologies/2023/0/Grid2Onto#>
-            
-                SELECT DISTINCT ?similarIssue ?line ?pastActionText ?actionDictVal ?category ?efficacity 
-                            {{ 
-                                ?similarIssue a cab:Powerline_overload_issue .
-                                ?similarIssue cab:is_associated_with ?pastAction .
-                                ?pastAction cab:has_initial_value ?pastActionText .
-                                ?pastAction rdf:type ?category .
-                                ?actionDict a cab:Action_dict .
-                                ?pastAction cab:has_part ?actionDict .
-                                ?actionDict cab:has_initial_value ?actionDictVal .
-                                ?initial a cab:Initial_situation . 
-                                ?initial cab:has_part ?pastAction .
-                                ?line a cab:Powerline . 
-                                ?initial cab:is_about ?line . 
-                                ?rho a  cab:Rho .
-                                ?similarIssue cab:has_measurement ?rho .
-                                ?rho cab:has_final_value ?efficacity
-                                FILTER (?category != <http://www.w3.org/2002/07/owl#NamedIndividual>)
-                                FILTER (?line = <{line}>)
-                            }}
-                    """.format(
-                line=selected_powerline_iri
-            )
-
-            similar_situations = list(
-                rte_onto.world.sparql(similar_situations_query)
-            )
-            if similar_situations:
-                # compute number of situations and rho max
-                distinct_recommendations = set()
-                rho_max = min(sublist[-1] for sublist in similar_situations)
-
-                for situation in similar_situations:
-                    recommendation = str(situation[2])
-                    action = str(situation[3])
-                    action = action.replace("'", '"')
-                    action = action.replace("False", "false").replace(
-                        "True", "true"
-                    )
-                    action_dict = json.loads(action)
-
-                    category = str(situation[4])
-                    category = category.replace(prefix_onto, "")
-                    efficacity = situation[4]
-                    if recommendation not in distinct_recommendations:
-                        distinct_recommendations.add(recommendation)
-
-                        nb_past_actions_query = f"""
-                            PREFIX owl: <http://www.w3.org/2002/07/owl#>
-                            PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
-                            PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>
-                            PREFIX x_1.1: <http://purl.org/dc/elements/1.1/>
-                            PREFIX xml: <http://www.w3.org/XML/1998/namespace>
-                            PREFIX xsd: <http://www.w3.org/2001/XMLSchema#>
-                            PREFIX cab: <http://www.semanticweb.org/emna.amdouni/ontologies/2023/0/Grid2Onto#>  
-
-                        SELECT (COUNT(?pastActionText) AS ?count)
-                        WHERE {{
-                            ?similarIssue a cab:Powerline_overload_issue .
-                            ?similarIssue cab:is_associated_with ?pastAction .
-                            ?pastAction cab:has_initial_value ?pastActionText .
-                            ?initial a cab:Initial_situation . 
-                            ?initial cab:has_part ?pastAction .
-                            ?line a cab:Powerline . 
-                            ?initial cab:is_about ?line . 
-                            FILTER (?line = <{selected_powerline_iri}> && CONTAINS(?pastActionText, '{recommendation}'))
-                        }}
-                        """
-                        nb_similar_situations = list(
-                            rte_onto.world.sparql(nb_past_actions_query)
-                        )[0][0]
-                        output_json = {
-                            "title": recommendation,
-                            "description": f"This pattern has been observed {nb_similar_situations} times in the past.",
-                            "use_case": "PowerGrid",
-                            "agent_type": AgentType.onto.name,
-                            "actions": [action_dict],
-                            "kpis": {
-                                "type_of_the_reco": category,
-                                "efficiency_of_the_reco": rho_max,
-                            },
-                        }
-
-        return [output_json]
diff --git a/backend/recommendation-service/resources/PowerGrid/ontology/Grid2onto_v2_3.owl b/backend/recommendation-service/resources/PowerGrid/ontology/Grid2onto_v2_3.owl
deleted file mode 100644
index 26d94cf0..00000000
--- a/backend/recommendation-service/resources/PowerGrid/ontology/Grid2onto_v2_3.owl
+++ /dev/null
@@ -1,3133 +0,0 @@
-<?xml version="1.0"?>
-<Ontology xmlns="http://www.w3.org/2002/07/owl#"
-     xml:base="http://www.semanticweb.org/emna.amdouni/ontologies/2023/0/Grid2Onto"
-     xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
-     xmlns:xml="http://www.w3.org/XML/1998/namespace"
-     xmlns:xsd="http://www.w3.org/2001/XMLSchema#"
-     xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#"
-     ontologyIRI="http://www.semanticweb.org/emna.amdouni/ontologies/2023/0/Grid2Onto">
-    <Prefix name="" IRI="http://www.semanticweb.org/emna.amdouni/ontologies/2023/0/RTEOntology"/>
-    <Prefix name="owl" IRI="http://www.w3.org/2002/07/owl#"/>
-    <Prefix name="rdf" IRI="http://www.w3.org/1999/02/22-rdf-syntax-ns#"/>
-    <Prefix name="xml" IRI="http://www.w3.org/XML/1998/namespace"/>
-    <Prefix name="xsd" IRI="http://www.w3.org/2001/XMLSchema#"/>
-    <Prefix name="rdfs" IRI="http://www.w3.org/2000/01/rdf-schema#"/>
-
-    <Annotation>
-        <AnnotationProperty IRI="#status"/>
-        <Literal>beta</Literal>
-    </Annotation>
-    <Annotation>
-        <AnnotationProperty abbreviatedIRI="owl:versionInfo"/>
-        <Literal>V1.2</Literal>
-    </Annotation>
-    <Declaration>
-        <Class IRI="#A_or"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#A_unit_label"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Action"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Action_battery"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Action_do_nothing"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Action_prod"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Action_topo"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Atypic_observation"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Available_margins_for_dispatching"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Bus"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Bus_level_modification"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Comfort"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Context"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Critical_observation"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Curtailment"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Decrease_energy_losses_objective"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Decrease_nb_actions_objective"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Decrease_nb_overloads"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Decreasing_losses"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Decreasing_nb_actions"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Decreasing_nb_overloads"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Decreasing_operator_workload"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Distance_from_reference_topology"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Electrical_grid"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Electrical_grid_area"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Electrical_grid_component"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Electrical_grid_state_measurement_datum"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Electrical_grid_system"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Electrical_grid_topology"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Energy_losses"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Event"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Explanation"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Final_situation"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Forecast"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Gen_p"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Gen_q"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Gen_v"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Generator"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Goal"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Grid_region"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Grid_state"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Human"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Hydro_generator"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Increase_grid_optimisation_objective"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Increase_operator_confort_objective"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Initial_situation"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Is_in_overload"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Issue_alert"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Junior_profile"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#KPI_datum"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#KV_unit_label"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Line_level_modification"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Line_status"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#List_of_actions"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#List_recommanded_actions"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Load"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Load_p"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Load_q"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Load_v"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Loss_of_line"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#MW_unit_label"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Machine"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Maintenance"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Make_grid_safe_objective"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Max_overload"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Mva_unit_label"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Node"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Normal_observation"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Normal_powerline"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Nuclear_generator"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Number_of_actions"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Number_of_available_assets"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Number_of_available_flexibilities"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Number_of_overloads"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Objective"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Observation"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Operator"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Optimisation"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#P_or"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Physical_grid_characteristics"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Power_flow"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Powerline"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Powerline_overload_issue"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Powerline_recommanded_action"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Profile"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Q_or"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Qualitative_measurement_datum_KPI"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Quantitative_measurement_datum_KPI"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Recommanded_action"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Redispatching"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Renewable_energy_share"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Request_function"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Rho"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Safety"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Senior_profile"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Set_line_status"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Set_topo_vect"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Similar_situation"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Simulation_step"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Situation"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Solar_generator"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Storage"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Substation"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Switch_line_status"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Thermal_generator"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Time_stamp"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Topo_vect"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Transformer"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#V_or"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Voltage"/>
-    </Declaration>
-    <Declaration>
-        <Class IRI="#Wind_generator"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#achives"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#bearer_of"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#has_goal"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#has_input"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#has_measurement"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#has_measurement_unit"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#has_output"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#has_part"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#has_participant"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#has_profile"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#has_quality"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#has_value_specification"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#has_weights"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#is_about"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#is_associated_with"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#is_goal_of"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#is_input_of"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#is_measurement_of"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#is_output_of"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#is_part_of"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#is_quality_measurement_of"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#is_quality_of"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#is_realised_by"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#realises"/>
-    </Declaration>
-    <Declaration>
-        <ObjectProperty IRI="#requests"/>
-    </Declaration>
-    <Declaration>
-        <DataProperty IRI="#has_final_gen_p_value"/>
-    </Declaration>
-    <Declaration>
-        <DataProperty IRI="#has_final_value"/>
-    </Declaration>
-    <Declaration>
-        <DataProperty IRI="#has_final_value_gen_q"/>
-    </Declaration>
-    <Declaration>
-        <DataProperty IRI="#has_initial_value"/>
-    </Declaration>
-    <Declaration>
-        <DataProperty IRI="#has_initial_value_gen_q"/>
-    </Declaration>
-    <Declaration>
-        <DataProperty IRI="#has_intial_gen_p_value"/>
-    </Declaration>
-    <Declaration>
-        <DataProperty IRI="#has_value"/>
-    </Declaration>
-    <Declaration>
-        <AnnotationProperty IRI="#acronym"/>
-    </Declaration>
-    <Declaration>
-        <AnnotationProperty IRI="#status"/>
-    </Declaration>
-    <Declaration>
-        <Datatype IRI="#List_float"/>
-    </Declaration>
-    <EquivalentClasses>
-        <Class IRI="#Context"/>
-        <ObjectIntersectionOf>
-            <ObjectSomeValuesFrom>
-                <ObjectProperty IRI="#has_part"/>
-                <Class IRI="#Observation"/>
-            </ObjectSomeValuesFrom>
-            <ObjectSomeValuesFrom>
-                <ObjectProperty IRI="#has_part"/>
-                <Class IRI="#Similar_situation"/>
-            </ObjectSomeValuesFrom>
-            <ObjectSomeValuesFrom>
-                <ObjectProperty IRI="#is_about"/>
-                <Class IRI="#Issue_alert"/>
-            </ObjectSomeValuesFrom>
-        </ObjectIntersectionOf>
-    </EquivalentClasses>
-    <EquivalentClasses>
-        <Class IRI="#Node"/>
-        <ObjectIntersectionOf>
-            <ObjectSomeValuesFrom>
-                <ObjectProperty IRI="#has_measurement"/>
-                <Class IRI="#Voltage"/>
-            </ObjectSomeValuesFrom>
-            <ObjectSomeValuesFrom>
-                <ObjectProperty IRI="#has_part"/>
-                <Class IRI="#Generator"/>
-            </ObjectSomeValuesFrom>
-            <ObjectSomeValuesFrom>
-                <ObjectProperty IRI="#has_part"/>
-                <Class IRI="#Load"/>
-            </ObjectSomeValuesFrom>
-            <ObjectSomeValuesFrom>
-                <ObjectProperty IRI="#has_part"/>
-                <Class IRI="#Powerline"/>
-            </ObjectSomeValuesFrom>
-        </ObjectIntersectionOf>
-    </EquivalentClasses>
-    <EquivalentClasses>
-        <Class IRI="#Observation"/>
-        <ObjectIntersectionOf>
-            <ObjectSomeValuesFrom>
-                <ObjectProperty IRI="#has_part"/>
-                <Class IRI="#Event"/>
-            </ObjectSomeValuesFrom>
-            <ObjectSomeValuesFrom>
-                <ObjectProperty IRI="#has_part"/>
-                <Class IRI="#Observation"/>
-            </ObjectSomeValuesFrom>
-        </ObjectIntersectionOf>
-    </EquivalentClasses>
-    <EquivalentClasses>
-        <Class IRI="#Powerline_overload_issue"/>
-        <ObjectIntersectionOf>
-            <Class IRI="#Issue_alert"/>
-            <ObjectUnionOf>
-                <ObjectIntersectionOf>
-                    <Class IRI="#Issue_alert"/>
-                    <ObjectSomeValuesFrom>
-                        <ObjectProperty IRI="#has_measurement"/>
-                        <ObjectIntersectionOf>
-                            <Class IRI="#Rho"/>
-                            <DataSomeValuesFrom>
-                                <DataProperty IRI="#has_value"/>
-                                <DatatypeRestriction>
-                                    <Datatype abbreviatedIRI="xsd:float"/>
-                                    <FacetRestriction facet="http://www.w3.org/2001/XMLSchema#minExclusive">
-                                        <Literal datatypeIRI="http://www.w3.org/2001/XMLSchema#float">1.0</Literal>
-                                    </FacetRestriction>
-                                </DatatypeRestriction>
-                            </DataSomeValuesFrom>
-                        </ObjectIntersectionOf>
-                    </ObjectSomeValuesFrom>
-                </ObjectIntersectionOf>
-                <ObjectUnionOf>
-                    <ObjectIntersectionOf>
-                        <Class IRI="#Max_overload"/>
-                        <DataSomeValuesFrom>
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-    <SubClassOf>
-        <Class IRI="#Powerline"/>
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-        <Class IRI="#Voltage"/>
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-        <ObjectProperty IRI="#has_part"/>
-        <ObjectProperty IRI="#is_part_of"/>
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-    <InverseObjectProperties>
-        <ObjectProperty IRI="#has_quality"/>
-        <ObjectProperty IRI="#is_quality_of"/>
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-    <InverseObjectProperties>
-        <ObjectProperty IRI="#is_realised_by"/>
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-        <ObjectProperty IRI="#has_part"/>
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-    <SubDataPropertyOf>
-        <DataProperty IRI="#has_final_value"/>
-        <DataProperty IRI="#has_value"/>
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-    <SubDataPropertyOf>
-        <DataProperty IRI="#has_final_value_gen_q"/>
-        <DataProperty IRI="#has_final_value"/>
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-    <SubDataPropertyOf>
-        <DataProperty IRI="#has_initial_value"/>
-        <DataProperty IRI="#has_value"/>
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-    <SubDataPropertyOf>
-        <DataProperty IRI="#has_initial_value_gen_q"/>
-        <DataProperty IRI="#has_initial_value"/>
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-    <SubDataPropertyOf>
-        <DataProperty IRI="#has_intial_gen_p_value"/>
-        <DataProperty IRI="#has_initial_value"/>
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-        <DataProperty IRI="#has_value"/>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#A_or</IRI>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Action</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Action</IRI>
-        <Literal xml:lang="fr">Modification d&apos;un composant du réseau électrique pour accomplir un objectif donné.</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty abbreviatedIRI="rdfs:comment"/>
-        <IRI>#Action</IRI>
-        <Literal xml:lang="fr">Action</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty abbreviatedIRI="rdfs:comment"/>
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-    <AnnotationAssertion>
-        <AnnotationProperty abbreviatedIRI="rdfs:comment"/>
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-        <Literal>See:https://grid2op.readthedocs.io/en/latest/action.html#main-action-properties</Literal>
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-    <AnnotationAssertion>
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-        <Literal>Laure CROCHEPIERRE</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
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-        <Literal>30/01/2024</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
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-        <Literal xml:lang="fr">Action pouvant charger ou décharger une batterie</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
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-        <Literal>Laure CROCHEPIERRE</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
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-        <Literal>Laure CROCHEPIERRE</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Action_prod</IRI>
-        <Literal>30/01/2024</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Action_prod</IRI>
-        <Literal xml:lang="fr">Action agissant sur un moyen de production : écrettement, redispatching, ...</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Action_prod</IRI>
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-    <AnnotationAssertion>
-        <AnnotationProperty abbreviatedIRI="rdfs:comment"/>
-        <IRI>#Action_prod</IRI>
-        <Literal xml:lang="fr">Action sur un moyen de production</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Action_topo</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Action_topo</IRI>
-        <Literal>30/01/2024</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Action_topo</IRI>
-        <Literal xml:lang="fr">Action sur les composants de type ligne, transformateur et bus servant à ré-aiguiller les flux électriques.</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Action_topo</IRI>
-        <Literal xml:lang="fr">Action topologique</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Atypic_observation</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
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-        <Literal>30/01/2024</Literal>
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-    <AnnotationAssertion>
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-        <IRI>#Atypic_observation</IRI>
-        <Literal xml:lang="fr">Observation peu rencontrée dans l&apos;historique</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Atypic_observation</IRI>
-        <Literal xml:lang="fr">Observation critique</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Available_margins_for_dispatching</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Available_margins_for_dispatching</IRI>
-        <Literal>30/01/2024</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Available_margins_for_dispatching</IRI>
-        <Literal xml:lang="fr">Indicateur quantitatif</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Bus</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Bus</IRI>
-        <Literal>30/01/2024</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Bus</IRI>
-        <Literal xml:lang="fr">Composant du réseau électrique servant de point de connexion physique entre différents ouvrages (lignes et transformateur)</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Bus</IRI>
-        <Literal xml:lang="fr">Jeu de barres</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Comfort</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Comfort</IRI>
-        <Literal>30/01/2024</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Comfort</IRI>
-        <Literal xml:lang="fr">Objectif orienté utilisateur.</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Comfort</IRI>
-        <Literal xml:lang="fr">Confort</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Context</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
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-        <Literal>30/01/2024</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Context</IRI>
-        <Literal xml:lang="fr">Contexte associé à un événement. Il peut s&apos;agir de KPIs, d&apos;observations choisies</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
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-        <Literal xml:lang="fr">Contexte</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
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-        <Literal>Laure CROCHEPIERRE</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
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-        <Literal>30/01/2024</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Critical_observation</IRI>
-        <Literal>Observation importante pouvant mener par exemple à un événement réseau.</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Critical_observation</IRI>
-        <Literal xml:lang="fr">Observation critique</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
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-        <Literal>30/01/2024</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
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-        <Literal xml:lang="fr">Objectif de réduction des pertes électriques pour accomplir l&apos;objectif de type optimisation du réseau.</Literal>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
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-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
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-        <Literal>Laure CROCHEPIERRE</Literal>
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-        <Literal>30/01/2024</Literal>
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-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Decrease_nb_actions_objective</IRI>
-        <Literal xml:lang="fr">Objectif de mise en oeuvre d&apos;un nombre d&apos;actions réduite pour accomplir l&apos;objectif de confort de l&apos;utilisateur.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Decrease_nb_actions_objective</IRI>
-        <Literal xml:lang="fr">Objectif de réduction du nombre d&apos;actions</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Decrease_nb_overloads</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Decrease_nb_overloads</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Decrease_nb_overloads</IRI>
-        <Literal xml:lang="fr">Objectif de réduction du nombre de surcharges pour accomplir l&apos;objectif de sécurité</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Decrease_nb_overloads</IRI>
-        <Literal xml:lang="fr">Objectif de réduction du nombre de surcharges</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Decreasing_losses</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Decreasing_losses</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Decreasing_losses</IRI>
-        <Literal xml:lang="fr">Objectif de décroissance des pertes</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Decreasing_nb_actions</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Decreasing_nb_actions</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Decreasing_nb_actions</IRI>
-        <Literal xml:lang="fr">Objectif de réduction du nombre d&apos;actions</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Decreasing_nb_overloads</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Decreasing_nb_overloads</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Decreasing_nb_overloads</IRI>
-        <Literal xml:lang="fr">Objectif de réduction du nombre de surcharges</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Decreasing_operator_workload</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Decreasing_operator_workload</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Decreasing_operator_workload</IRI>
-        <Literal xml:lang="fr">Réduction de la charge de l&apos;opérateur</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Distance_from_reference_topology</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Distance_from_reference_topology</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Distance_from_reference_topology</IRI>
-        <Literal xml:lang="fr">Distance à la topologie de référence</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Electrical_grid</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Electrical_grid</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Electrical_grid</IRI>
-        <Literal xml:lang="fr">Ensemble d&apos;infrastructures énergétiques permettant d&apos;acheminer l&apos;électricité des centres de production (générateur) vers les consommateurs.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Electrical_grid</IRI>
-        <Literal xml:lang="fr">Réseau électrique</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Electrical_grid_area</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Electrical_grid_area</IRI>
-        <Literal xml:lang="fr">Périmètre géographique réduit du réseau électrique complet</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Electrical_grid_area</IRI>
-        <Literal xml:lang="fr">Zone du réseau électrique</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Electrical_grid_component</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Electrical_grid_component</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Electrical_grid_component</IRI>
-        <Literal xml:lang="fr">Composant du réseau électrique</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Electrical_grid_component</IRI>
-        <Literal xml:lang="fr">Element matériel du réseau, aussi appelé infrastructure</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Electrical_grid_state_measurement_datum</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Electrical_grid_state_measurement_datum</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Electrical_grid_state_measurement_datum</IRI>
-        <Literal xml:lang="fr">Mesure d&apos;une grandeur sur le réseau électrique (par opposition à estimation)</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Electrical_grid_state_measurement_datum</IRI>
-        <Literal xml:lang="fr">Mesure</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Electrical_grid_system</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Electrical_grid_system</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Electrical_grid_system</IRI>
-        <Literal xml:lang="fr">Système électrique</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Energy_losses</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Energy_losses</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Energy_losses</IRI>
-        <Literal xml:lang="fr">Pertes</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Event</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Event</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Event</IRI>
-        <Literal xml:lang="fr">Evenement</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Explanation</IRI>
-        <Literal xml:lang="fr">Explication</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Explanation</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Explanation</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Final_situation</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Final_situation</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Final_situation</IRI>
-        <Literal xml:lang="fr">Situation finale</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Forecast</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Forecast</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Forecast</IRI>
-        <Literal xml:lang="fr">Prévision</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Gen_p</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Gen_p</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Gen_p</IRI>
-        <Literal xml:lang="fr">La valeur de production active de chaque générateur (exprimée en MW).</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Gen_p</IRI>
-        <Literal xml:lang="fr">Puissance active du générateur</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Gen_q</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Gen_q</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Gen_q</IRI>
-        <Literal xml:lang="fr">La valeur de production réactive de chaque générateur (exprimée en MVar).</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Gen_q</IRI>
-        <Literal xml:lang="fr">Puissance réactive du générateur</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Gen_v</IRI>
-        <Literal xml:lang="fr">Tension au générateur</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Gen_v</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Gen_v</IRI>
-        <Literal xml:lang="fr">Le module de la tension du bus auquel chaque générateur est connecté (exprimée en kV).</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty abbreviatedIRI="rdfs:isDefinedBy"/>
-        <IRI>#Gen_v</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Generator</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Generator</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Generator</IRI>
-        <Literal xml:lang="fr">Générateur produisant de l&apos;électricité</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Generator</IRI>
-        <Literal xml:lang="fr">Générateur</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Goal</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Goal</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Goal</IRI>
-        <Literal xml:lang="fr">Objectif que l&apos;on cherche à résoudre par l&apos;application d&apos;actions.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Goal</IRI>
-        <Literal xml:lang="fr">Goal</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Grid_region</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Grid_region</IRI>
-        <Literal xml:lang="fr">Une région est un type de zone du réseau électrique.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Grid_region</IRI>
-        <Literal xml:lang="fr">Région du réseau électrique</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Grid_state</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Grid_state</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Grid_state</IRI>
-        <Literal xml:lang="fr">Etat du réseau</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Grid_state</IRI>
-        <Literal xml:lang="fr">Etat du réseau</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Human</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Human</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Human</IRI>
-        <Literal xml:lang="fr">Agent humain agissant sur le réseau. Définit l&apos;origine d&apos;une recommandation comme venant de l&apos;humain.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Human</IRI>
-        <Literal xml:lang="fr">Humain</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Increase_grid_optimisation_objective</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Increase_grid_optimisation_objective</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Increase_grid_optimisation_objective</IRI>
-        <Literal xml:lang="fr">Type d&apos;objectif associé à l&apos;optimisation du réseau.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Increase_grid_optimisation_objective</IRI>
-        <Literal xml:lang="fr">Objectif d&apos;optimisation du réseau</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Increase_operator_confort_objective</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Increase_operator_confort_objective</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Increase_operator_confort_objective</IRI>
-        <Literal xml:lang="fr">Type d&apos;objectif associé à l&apos;amélioration du confort de l&apos;utilisateur.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Increase_operator_confort_objective</IRI>
-        <Literal xml:lang="fr">Objectif d&apos;améloration du confort de l&apos;opérateur</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Initial_situation</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Initial_situation</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Initial_situation</IRI>
-        <Literal xml:lang="fr">Situation initiale</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Issue_alert</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Issue_alert</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Issue_alert</IRI>
-        <Literal>Problème rencontré sur le réseau électrique.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Issue_alert</IRI>
-        <Literal xml:lang="fr">Problème</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Junior_profile</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Junior_profile</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Junior_profile</IRI>
-        <Literal xml:lang="fr">Opérateur junior, nouveau dans la conduite du réseau.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Junior_profile</IRI>
-        <Literal xml:lang="fr">Profil junior</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#KPI_datum</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#KPI_datum</IRI>
-        <Literal xml:lang="fr">Indicateur</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty abbreviatedIRI="rdfs:isDefinedBy"/>
-        <IRI>#KPI_datum</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Line_status</IRI>
-        <Literal>Gives the status (connected / disconnected) for every powerline (True at position i means the powerline i is connected)</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Line_status</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Line_status</IRI>
-        <Literal xml:lang="fr">Statut de la ligne</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty abbreviatedIRI="rdfs:isDefinedBy"/>
-        <IRI>#Line_status</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#List_of_actions</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#List_of_actions</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#List_of_actions</IRI>
-        <Literal xml:lang="fr">Liste d&apos;actions</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#List_recommanded_actions</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#List_recommanded_actions</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#List_recommanded_actions</IRI>
-        <Literal xml:lang="fr">Liste d&apos;actions recommandées</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Load</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Load</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Load</IRI>
-        <Literal xml:lang="fr">Charge consommant de l&apos;électricité</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Load</IRI>
-        <Literal xml:lang="fr">Charge</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Load_p</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Load_p</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Load_p</IRI>
-        <Literal xml:lang="fr">The active load value of each consumption (expressed in MW).</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Load_p</IRI>
-        <Literal xml:lang="fr">Puissance active de la charge</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Load_q</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Load_q</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Load_q</IRI>
-        <Literal xml:lang="fr">La valeur de la puissance réactive de la charge de chaque consommation (exprimée en MVar).</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Load_q</IRI>
-        <Literal xml:lang="fr">Puissance réactive de la charge</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Load_v</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Load_v</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Loss_of_line</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Loss_of_line</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Machine</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Machine</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Machine</IRI>
-        <Literal xml:lang="fr">Agent machine agissant sur le réseau. Définit l&apos;origine d&apos;une recommandation comme venant d&apos;un processus machine (IA par exemple).</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Machine</IRI>
-        <Literal xml:lang="fr">Machine</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Maintenance</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Maintenance</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Make_grid_safe_objective</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Make_grid_safe_objective</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Make_grid_safe_objective</IRI>
-        <Literal xml:lang="fr">Type d&apos;objectif associé à la sécurisation du réseau</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Make_grid_safe_objective</IRI>
-        <Literal xml:lang="fr">Objectif de sécurisation du réseau</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Node</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Node</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Node</IRI>
-        <Literal xml:lang="fr">Point de connexion électrique entre plusieurs lignes ou transformateur</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Node</IRI>
-        <Literal xml:lang="fr">Nœud</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Normal_observation</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Normal_observation</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Normal_observation</IRI>
-        <Literal xml:lang="fr">Observation fréquemment obtenue dans l&apos;historique</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Normal_observation</IRI>
-        <Literal xml:lang="fr">Observation normale</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Number_of_actions</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Number_of_actions</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Number_of_actions</IRI>
-        <Literal>Nombre d&apos;actions</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Number_of_actions</IRI>
-        <Literal xml:lang="fr">Nombre d&apos;actions</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Number_of_available_assets</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Number_of_available_assets</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Number_of_available_assets</IRI>
-        <Literal xml:lang="fr">Nombre d&apos;infrastructures disponibles pour réaliser une action.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Number_of_available_assets</IRI>
-        <Literal xml:lang="fr">Nombre d&apos;élements disponibles</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Number_of_available_flexibilities</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Number_of_available_flexibilities</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Number_of_available_flexibilities</IRI>
-        <Literal xml:lang="fr">Nombre de flexibilités disponibles</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Number_of_available_flexibilities</IRI>
-        <Literal xml:lang="fr">Nombre de flexibilités disponibles</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Number_of_overloads</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Number_of_overloads</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Number_of_overloads</IRI>
-        <Literal xml:lang="fr">Nombre de lignes en surcharge (rho supérieur à 1).</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Number_of_overloads</IRI>
-        <Literal>Nombre de surcharges</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Objective</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Objective</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty abbreviatedIRI="rdfs:comment"/>
-        <IRI>#Objective</IRI>
-        <Literal xml:lang="fr">Objectif</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Observation</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Observation</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Observation</IRI>
-        <Literal xml:lang="fr">Ensemble d&apos;éléments observables sur le réseau à un instant donné.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Observation</IRI>
-        <Literal xml:lang="fr">Observation Grid2op</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Operator</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Operator</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Operator</IRI>
-        <Literal xml:lang="fr">Type d&apos;agent réalisant la conduite du réseau.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Operator</IRI>
-        <Literal xml:lang="fr">Opérateur</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Optimisation</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Optimisation</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Optimisation</IRI>
-        <Literal xml:lang="fr">Une fois l&apos;objectif de sécurité atteint, l&apos;optimisation du réseau consiste à alller au plus près des marges pour par exemple minimiser les pertes électriques, augmenter la réserve de puissance réactive.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Optimisation</IRI>
-        <Literal xml:lang="fr">Optimisation</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#P_or</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#P_or</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#P_or</IRI>
-        <Literal xml:lang="fr">La puissance active à l&apos;origine de chaque ligne électrique (exprimé en MW).</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#P_or</IRI>
-        <Literal xml:lang="fr">Puissance active</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Physical_grid_characteristics</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Physical_grid_characteristics</IRI>
-        <Literal xml:lang="fr">Observations décrivant d&apos;un point de vue physique le réseau.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Physical_grid_characteristics</IRI>
-        <Literal xml:lang="fr">Caractéristiques physiques</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="#status"/>
-        <IRI>#Physical_grid_characteristics</IRI>
-        <Literal>Deprecated</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Power_flow</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty abbreviatedIRI="rdfs:comment"/>
-        <IRI>#Power_flow</IRI>
-        <Literal xml:lang="fr">Calcul de répartition</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Powerline</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Powerline</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Powerline</IRI>
-        <Literal xml:lang="fr">Infrastructure principale du réseau électrique reliant deux noeuds du réseau</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Powerline</IRI>
-        <Literal xml:lang="fr">Ligne</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Powerline_overload_issue</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Powerline_overload_issue</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Powerline_overload_issue</IRI>
-        <Literal xml:lang="fr">Problème de surcharge de ligne(s)</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Powerline_recommanded_action</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Powerline_recommanded_action</IRI>
-        <Literal>27/03/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Powerline_recommanded_action</IRI>
-        <Literal xml:lang="fr">Action, agissant sur une ligne, proposée pour accomplir un objectif donné.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Profile</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Profile</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Profile</IRI>
-        <Literal xml:lang="fr">Profil d&apos;expertise de l&apos;opérateur</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Profile</IRI>
-        <Literal xml:lang="fr">Profile</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Q_or</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Q_or</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Q_or</IRI>
-        <Literal xml:lang="fr">La puissance réactive à l&apos;extrémité d&apos;origine de chaque ligne électrique (exprimé en MVar).</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Q_or</IRI>
-        <Literal xml:lang="fr">Puissance active</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Qualitative_measurement_datum_KPI</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Qualitative_measurement_datum_KPI</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Qualitative_measurement_datum_KPI</IRI>
-        <Literal>Indicateur qualitatif</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Quantitative_measurement_datum_KPI</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Quantitative_measurement_datum_KPI</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Quantitative_measurement_datum_KPI</IRI>
-        <Literal xml:lang="fr">Indicateur quantitatif</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Recommanded_action</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Recommanded_action</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Recommanded_action</IRI>
-        <Literal xml:lang="fr">Action proposée pour accomplir un objectif donné.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Recommanded_action</IRI>
-        <Literal xml:lang="fr">Action recommandée</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Renewable_energy_share</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Renewable_energy_share</IRI>
-        <Literal xml:lang="fr">Pourcentage d&apos;énergie renouvelable produite sur le réseau</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Renewable_energy_share</IRI>
-        <Literal xml:lang="fr">Proportion de renouvelable</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Request_function</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Request_function</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Rho</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Rho</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Rho</IRI>
-        <Literal xml:lang="fr">Charge de la ligne</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty abbreviatedIRI="rdfs:comment"/>
-        <IRI>#Rho</IRI>
-        <Literal>The capacity of each powerline. It is defined at the observed current flow divided by the thermal limit of each powerline (no unit).</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Safety</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Safety</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Safety</IRI>
-        <Literal xml:lang="fr">Objectif principal à accomplir sur le réseau assurant le réseau est exploité dans ses limites, notamment sans que les lignes entrent en surcharge.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Safety</IRI>
-        <Literal xml:lang="fr">Sécurité</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Senior_profile</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Senior_profile</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Senior_profile</IRI>
-        <Literal xml:lang="fr">Opérateur expert, aguerri à la conduite du réseau.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Senior_profile</IRI>
-        <Literal xml:lang="fr">Profil expert</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Set_line_status</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Set_line_status</IRI>
-        <Literal>23/03/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Set_line_status</IRI>
-        <Literal xml:lang="fr">Action menée sur les lignes servant à ré-aiguiller les flux électriques. Il s&apos;agit d&apos;une action Grid2op définissant l&apos;état (connecté ou déconnecté) des lignes.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Set_line_status</IRI>
-        <Literal xml:lang="fr">Définition de l&apos;état de la ligne</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Set_topo_vect</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Set_topo_vect</IRI>
-        <Literal>23/03/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Set_topo_vect</IRI>
-        <Literal xml:lang="fr">Il s&apos;agit d&apos;une action Grid2op définissant la connectivité des lignes aux différents bus de leurs postes origine et extrémité.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Set_topo_vect</IRI>
-        <Literal xml:lang="fr">Définition de la topologie du réseau</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Similar_situation</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Similar_situation</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Similar_situation</IRI>
-        <Literal xml:lang="fr">Situation similaire</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Situation</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Situation</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Situation</IRI>
-        <Literal xml:lang="fr">Ensemble des informations définissant l&apos;état du réseau à un instant donné.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Situation</IRI>
-        <Literal xml:lang="fr">Situation de réseau</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/creator"/>
-        <IRI>#Storage</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Storage</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Storage</IRI>
-        <Literal xml:lang="fr">Batterie ayant une capacité de stockage électrique sur le réseau</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Storage</IRI>
-        <Literal xml:lang="fr">Batterie</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Substation</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Substation</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Substation</IRI>
-        <Literal xml:lang="fr">Poste électrique, lieu de connexion de lignes électriques dans lequel</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Substation</IRI>
-        <Literal xml:lang="fr">Poste</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#Switch_line_status</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Switch_line_status</IRI>
-        <Literal>24/03/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Switch_line_status</IRI>
-        <Literal xml:lang="fr">Il s&apos;agit d&apos;une action Grid2op modifiant ou non l&apos;état (de connecté à déconnecté, de déconnecté à connecté) des lignes.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Switch_line_status</IRI>
-        <Literal xml:lang="fr">Changement de l&apos;état de la ligne</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Topo_vect</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Topo_vect</IRI>
-        <Literal xml:lang="fr">For each object (load, generator, ends of a powerline) it gives on which bus this object is connected in its substation.</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Topo_vect</IRI>
-        <Literal xml:lang="fr">Topologie vectorielle</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty abbreviatedIRI="rdfs:isDefinedBy"/>
-        <IRI>#Topo_vect</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/creator"/>
-        <IRI>#Transformer</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Transformer</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#Transformer</IRI>
-        <Literal xml:lang="fr">Composant du réseau électrique pouvant augmenter ou baisser les niveaux de tension sur le réseau</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#Transformer</IRI>
-        <Literal xml:lang="fr">Transformateur</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/contributor"/>
-        <IRI>#V_or</IRI>
-        <Literal>Laure CROCHEPIERRE</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#V_or</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/description"/>
-        <IRI>#V_or</IRI>
-        <Literal xml:lang="fr">Le module de la tension au niveau du bus auquel l&apos;extrémité d&apos;origine de chaque ligne électrique est connectée (exprimée en kV).</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/title"/>
-        <IRI>#V_or</IRI>
-        <Literal xml:lang="fr">Tension à l&apos;origine de la ligne</Literal>
-    </AnnotationAssertion>
-    <AnnotationAssertion>
-        <AnnotationProperty IRI="http://purl.org/dc/elements/1.1/date"/>
-        <IRI>#Voltage</IRI>
-        <Literal>30/01/2024</Literal>
-    </AnnotationAssertion>
-</Ontology>
-
-
-
-<!-- Generated by the OWL API (version 4.5.26.2023-07-17T20:34:13Z) https://github.com/owlcs/owlapi -->
-
diff --git a/backend/recommendation-service/resources/PowerGrid/ontology/Grid2onto_v2_3_1.owl b/backend/recommendation-service/resources/PowerGrid/ontology/Grid2onto_v2_3_1.owl
deleted file mode 100644
index b69ef5ba..00000000
--- a/backend/recommendation-service/resources/PowerGrid/ontology/Grid2onto_v2_3_1.owl
+++ /dev/null
@@ -1,4903 +0,0 @@
-<?xml version="1.0"?>
-<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
-         xmlns:xsd="http://www.w3.org/2001/XMLSchema#"
-         xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#"
-         xmlns:owl="http://www.w3.org/2002/07/owl#"
-         xml:base="http://www.semanticweb.org/emna.amdouni/ontologies/2023/0/Grid2Onto"
-         xmlns="http://www.semanticweb.org/emna.amdouni/ontologies/2023/0/Grid2Onto#"
-         xmlns:x_1.1="http://purl.org/dc/elements/1.1/">
-
-<owl:Ontology rdf:about="http://www.semanticweb.org/emna.amdouni/ontologies/2023/0/Grid2Onto">
-  <owl:imports rdf:resource="http://purl.obolibrary.org/obo/bfo/2.0/bfo.owl"/>
-  <owl:imports rdf:resource="http://purl.obolibrary.org/obo/iao/2022-11-07/iao.owl"/>
-  <owl:imports rdf:resource="http://purl.obolibrary.org/obo/iao.owl"/>
-  <owl:imports rdf:resource="http://purl.obolibrary.org/obo/bfo.owl"/>
-  <status rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beta</status>
-  <owl:versionInfo rdf:datatype="http://www.w3.org/2001/XMLSchema#string">V1.2</owl:versionInfo>
-</owl:Ontology>
-
-<owl:ObjectProperty rdf:about="#achives"/>
-
-<owl:ObjectProperty rdf:about="#bearer_of"/>
-
-<owl:ObjectProperty rdf:about="#has_goal">
-  <owl:inverseOf rdf:resource="#is_goal_of"/>
-</owl:ObjectProperty>
-
-<owl:ObjectProperty rdf:about="#is_goal_of"/>
-
-<owl:ObjectProperty rdf:about="#has_input">
-  <owl:inverseOf rdf:resource="#is_input_of"/>
-</owl:ObjectProperty>
-
-<owl:ObjectProperty rdf:about="#is_input_of"/>
-
-<owl:ObjectProperty rdf:about="#has_measurement">
-  <owl:inverseOf rdf:resource="#is_measurement_of"/>
-</owl:ObjectProperty>
-
-<owl:ObjectProperty rdf:about="#is_measurement_of"/>
-
-<owl:ObjectProperty rdf:about="#has_measurement_unit">
-  <rdfs:subPropertyOf rdf:resource="#has_value_specification"/>
-</owl:ObjectProperty>
-
-<owl:ObjectProperty rdf:about="#has_value_specification"/>
-
-<owl:ObjectProperty rdf:about="#has_output">
-  <owl:inverseOf rdf:resource="#is_output_of"/>
-</owl:ObjectProperty>
-
-<owl:ObjectProperty rdf:about="#is_output_of"/>
-
-<owl:ObjectProperty rdf:about="#has_part">
-  <owl:inverseOf rdf:resource="#is_part_of"/>
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#TransitiveProperty"/>
-</owl:ObjectProperty>
-
-<owl:ObjectProperty rdf:about="#is_part_of"/>
-
-<owl:ObjectProperty rdf:about="#has_participant"/>
-
-<owl:ObjectProperty rdf:about="#has_profile"/>
-
-<owl:ObjectProperty rdf:about="#has_quality">
-  <owl:inverseOf rdf:resource="#is_quality_of"/>
-</owl:ObjectProperty>
-
-<owl:ObjectProperty rdf:about="#is_quality_of"/>
-
-<owl:ObjectProperty rdf:about="#has_weights"/>
-
-<owl:ObjectProperty rdf:about="#is_about"/>
-
-<owl:ObjectProperty rdf:about="#is_associated_with">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#SymmetricProperty"/>
-</owl:ObjectProperty>
-
-<owl:ObjectProperty rdf:about="#is_quality_measurement_of"/>
-
-<owl:ObjectProperty rdf:about="#is_realised_by">
-  <owl:inverseOf rdf:resource="#realises"/>
-</owl:ObjectProperty>
-
-<owl:ObjectProperty rdf:about="#realises"/>
-
-<owl:ObjectProperty rdf:about="#requests"/>
-
-<owl:DatatypeProperty rdf:about="#has_final_gen_p_value">
-  <rdfs:subPropertyOf rdf:resource="#has_final_value"/>
-</owl:DatatypeProperty>
-
-<owl:DatatypeProperty rdf:about="#has_final_value">
-  <rdfs:subPropertyOf rdf:resource="#has_value"/>
-</owl:DatatypeProperty>
-
-<owl:DatatypeProperty rdf:about="#has_value">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#FunctionalProperty"/>
-</owl:DatatypeProperty>
-
-<owl:DatatypeProperty rdf:about="#has_final_value_gen_q">
-  <rdfs:subPropertyOf rdf:resource="#has_final_value"/>
-</owl:DatatypeProperty>
-
-<owl:DatatypeProperty rdf:about="#has_initial_value">
-  <rdfs:subPropertyOf rdf:resource="#has_value"/>
-</owl:DatatypeProperty>
-
-<owl:DatatypeProperty rdf:about="#has_initial_value_gen_q">
-  <rdfs:subPropertyOf rdf:resource="#has_initial_value"/>
-</owl:DatatypeProperty>
-
-<owl:DatatypeProperty rdf:about="#has_intial_gen_p_value">
-  <rdfs:subPropertyOf rdf:resource="#has_initial_value"/>
-</owl:DatatypeProperty>
-
-<owl:AnnotationProperty rdf:about="#acronym"/>
-
-<owl:AnnotationProperty rdf:about="#status"/>
-
-<owl:Class rdf:about="#A_or">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_state_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="http://purl.obolibrary.org/obo/IAO_0000039"/>
-      <owl:someValuesFrom rdf:resource="#A_unit_label"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Le courant à l'extrémité d'origine de chaque ligne électrique (exprimé en A).</x_1.1:description>
-  <x_1.1:title xml:lang="fr">intensité à l'origine de la ligne</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Electrical_grid_state_measurement_datum">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000032"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Mesure d'une grandeur sur le réseau électrique (par opposition à estimation)</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Mesure</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#A_unit_label">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000003"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Action">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/BFO_0000015"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom rdf:resource="#Action_dict"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_realised_by"/>
-      <owl:someValuesFrom rdf:resource="#Operator"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:description xml:lang="fr">Modification d'un composant du réseau électrique pour accomplir un objectif donné.</x_1.1:description>
-  <rdfs:comment xml:lang="fr">Action</rdfs:comment>
-  <rdfs:comment rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Consider the temporal aspects.</rdfs:comment>
-  <rdfs:comment rdf:datatype="http://www.w3.org/2001/XMLSchema#string">See:https://grid2op.readthedocs.io/en/latest/action.html#main-action-properties</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Action_dict">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000027"/>
-  <rdfs:comment xml:lang="fr">Cette classe représente les données, sous format json, assciées à une action.</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Operator">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/BFO_0000030"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_profile"/>
-      <owl:someValuesFrom rdf:resource="#Profile"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_weights"/>
-      <owl:someValuesFrom rdf:resource="#Goal"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#requests"/>
-      <owl:someValuesFrom rdf:resource="#Request_function"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Type d'agent réalisant la conduite du réseau.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Opérateur</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Profile">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/BFO_0000023"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Profil d'expertise de l'opérateur</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Profile</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Goal">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000005"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Objectif que l'on cherche à résoudre par l'application d'actions.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Goal</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Request_function">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/BFO_0000034"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#achives"/>
-      <owl:someValuesFrom rdf:resource="#Goal"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#bearer_of"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-</owl:Class>
-
-<owl:Class rdf:about="#Action_battery">
-  <rdfs:subClassOf rdf:resource="#Action"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Action pouvant charger ou décharger une batterie</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Action sur une batterie</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Action_do_nothing">
-  <rdfs:subClassOf rdf:resource="#Action"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Action_prod">
-  <rdfs:subClassOf rdf:resource="#Action"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Load"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Action agissant sur un moyen de production : écrettement, redispatching, ...</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Action sur un moyen de production</x_1.1:title>
-  <rdfs:comment xml:lang="fr">Action sur un moyen de production</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Load">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_component"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Charge consommant de l'électricité</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Charge</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Electrical_grid_component">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/BFO_0000030"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:title xml:lang="fr">Composant du réseau électrique</x_1.1:title>
-  <x_1.1:title xml:lang="fr">Element matériel du réseau, aussi appelé infrastructure</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Action_topo">
-  <rdfs:subClassOf rdf:resource="#Action"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom>
-        <owl:Class>
-          <owl:intersectionOf rdf:parseType="Collection">
-            <rdf:Description rdf:about="#Powerline"/>
-            <rdf:Description rdf:about="#Substation"/>
-          </owl:intersectionOf>
-        </owl:Class>
-      </owl:someValuesFrom>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Action sur les composants de type ligne, transformateur et bus servant à ré-aiguiller les flux électriques.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Action topologique</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Powerline">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_component"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_measurement"/>
-      <owl:someValuesFrom rdf:resource="#Power_flow"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Infrastructure principale du réseau électrique reliant deux noeuds du réseau</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Ligne</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Substation">
-  <owl:equivalentClass>
-    <owl:Class>
-      <owl:unionOf rdf:parseType="Collection">
-        <owl:Class>
-          <owl:intersectionOf rdf:parseType="Collection">
-            <rdf:Description rdf:about="#Generator"/>
-            <rdf:Description rdf:about="#Load"/>
-            <owl:Restriction>
-              <owl:onProperty rdf:resource="#has_part"/>
-              <owl:someValuesFrom rdf:resource="#Powerline"/>
-            </owl:Restriction>
-          </owl:intersectionOf>
-        </owl:Class>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_part"/>
-          <owl:someValuesFrom rdf:resource="#Node"/>
-        </owl:Restriction>
-      </owl:unionOf>
-    </owl:Class>
-  </owl:equivalentClass>
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_component"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Poste électrique, lieu de connexion de lignes électriques dans lequel</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Poste</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Power_flow">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/BFO_0000015"/>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <rdfs:comment xml:lang="fr">Calcul de répartition</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Generator">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_component"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Générateur produisant de l'électricité</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Générateur</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Node">
-  <owl:equivalentClass>
-    <owl:Class>
-      <owl:intersectionOf rdf:parseType="Collection">
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_measurement"/>
-          <owl:someValuesFrom rdf:resource="#Voltage"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_part"/>
-          <owl:someValuesFrom rdf:resource="#Generator"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_part"/>
-          <owl:someValuesFrom rdf:resource="#Load"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_part"/>
-          <owl:someValuesFrom rdf:resource="#Powerline"/>
-        </owl:Restriction>
-      </owl:intersectionOf>
-    </owl:Class>
-  </owl:equivalentClass>
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_component"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Point de connexion électrique entre plusieurs lignes ou transformateur</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Nœud</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Atypic_observation">
-  <rdfs:subClassOf rdf:resource="#Observation"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Observation peu rencontrée dans l'historique</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Observation critique</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Observation">
-  <owl:equivalentClass>
-    <owl:Class>
-      <owl:intersectionOf rdf:parseType="Collection">
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_part"/>
-          <owl:someValuesFrom rdf:resource="#Event"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_part"/>
-          <owl:someValuesFrom rdf:resource="#Observation"/>
-        </owl:Restriction>
-      </owl:intersectionOf>
-    </owl:Class>
-  </owl:equivalentClass>
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000030"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Ensemble d'éléments observables sur le réseau à un instant donné.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Observation Grid2op</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Event">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/BFO_0000015"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:title xml:lang="fr">Evenement</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Available_margins_for_dispatching">
-  <rdfs:subClassOf rdf:resource="#Qualitative_measurement_datum_KPI"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Optimisation"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:title xml:lang="fr">Indicateur quantitatif</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Qualitative_measurement_datum_KPI">
-  <rdfs:subClassOf rdf:resource="#KPI_datum"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:title rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Indicateur qualitatif</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Optimisation">
-  <rdfs:subClassOf rdf:resource="#Goal"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Une fois l'objectif de sécurité atteint, l'optimisation du réseau consiste à alller au plus près des marges pour par exemple minimiser les pertes électriques, augmenter la réserve de puissance réactive.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Optimisation</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#KPI_datum">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000109"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Grid_state"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Goal"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:title xml:lang="fr">Indicateur</x_1.1:title>
-  <rdfs:isDefinedBy rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</rdfs:isDefinedBy>
-</owl:Class>
-
-<owl:Class rdf:about="#Electrical_grid">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/BFO_0000027"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid_component"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Ensemble d'infrastructures énergétiques permettant d'acheminer l'électricité des centres de production (générateur) vers les consommateurs.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Réseau électrique</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Bus">
-  <rdfs:subClassOf rdf:resource="#Substation"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Composant du réseau électrique servant de point de connexion physique entre différents ouvrages (lignes et transformateur)</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Jeu de barres</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Bus_level_modification">
-  <rdfs:subClassOf rdf:resource="#Action_topo"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Comfort">
-  <rdfs:subClassOf rdf:resource="#Goal"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Operator"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Objectif orienté utilisateur.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Confort</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Context">
-  <owl:equivalentClass>
-    <owl:Class>
-      <owl:intersectionOf rdf:parseType="Collection">
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_part"/>
-          <owl:someValuesFrom rdf:resource="#Observation"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_part"/>
-          <owl:someValuesFrom rdf:resource="#Similar_situation"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#is_about"/>
-          <owl:someValuesFrom rdf:resource="#Issue_alert"/>
-        </owl:Restriction>
-      </owl:intersectionOf>
-    </owl:Class>
-  </owl:equivalentClass>
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000300"/>
-  <rdfs:subClassOf rdf:resource="#Observation"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Contexte associé à un événement. Il peut s'agir de KPIs, d'observations choisies</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Contexte</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Similar_situation">
-  <rdfs:subClassOf rdf:resource="#Situation"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-</owl:Class>
-
-<owl:Class rdf:about="#Issue_alert">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000027"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Problème rencontré sur le réseau électrique.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Problème</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Situation">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000584"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom rdf:resource="#KPI_datum"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom rdf:resource="#Simulation_step"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom rdf:resource="#Time_stamp"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Ensemble des informations définissant l'état du réseau à un instant donné.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Situation de réseau</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Critical_observation">
-  <rdfs:subClassOf rdf:resource="#Observation"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:title xml:lang="fr">Observation critique</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Curtailment">
-  <rdfs:subClassOf rdf:resource="#Action_prod"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Decrease_energy_losses_objective">
-  <rdfs:subClassOf rdf:resource="#Increase_grid_optimisation_objective"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Objectif de réduction des pertes électriques pour accomplir l'objectif de type optimisation du réseau.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Objectif de décroissance des pertes</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Increase_grid_optimisation_objective">
-  <rdfs:subClassOf rdf:resource="#Objective"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Type d'objectif associé à l'optimisation du réseau.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Objectif d'optimisation du réseau</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Objective">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000005"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <rdfs:comment xml:lang="fr">Objectif</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Decrease_nb_actions_objective">
-  <rdfs:subClassOf rdf:resource="#Increase_operator_confort_objective"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Objectif de mise en oeuvre d'un nombre d'actions réduite pour accomplir l'objectif de confort de l'utilisateur.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Objectif de réduction du nombre d'actions</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Increase_operator_confort_objective">
-  <rdfs:subClassOf rdf:resource="#Objective"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Type d'objectif associé à l'amélioration du confort de l'utilisateur.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Objectif d'améloration du confort de l'opérateur</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Decrease_nb_overloads">
-  <rdfs:subClassOf rdf:resource="#Make_grid_safe_objective"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Objectif de réduction du nombre de surcharges pour accomplir l'objectif de sécurité</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Objectif de réduction du nombre de surcharges</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Make_grid_safe_objective">
-  <rdfs:subClassOf rdf:resource="#Objective"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Type d'objectif associé à la sécurisation du réseau</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Objectif de sécurisation du réseau</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Decreasing_losses">
-  <rdfs:subClassOf rdf:resource="#Request_function"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Objectif de décroissance des pertes</x_1.1:description>
-</owl:Class>
-
-<owl:Class rdf:about="#Decreasing_nb_actions">
-  <rdfs:subClassOf rdf:resource="#Request_function"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Objectif de réduction du nombre d'actions</x_1.1:description>
-</owl:Class>
-
-<owl:Class rdf:about="#Decreasing_nb_overloads">
-  <rdfs:subClassOf rdf:resource="#Request_function"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Objectif de réduction du nombre de surcharges</x_1.1:description>
-</owl:Class>
-
-<owl:Class rdf:about="#Decreasing_operator_workload">
-  <rdfs:subClassOf rdf:resource="#Request_function"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Réduction de la charge de l'opérateur</x_1.1:description>
-</owl:Class>
-
-<owl:Class rdf:about="#Distance_from_reference_topology">
-  <rdfs:subClassOf rdf:resource="#Qualitative_measurement_datum_KPI"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid_topology"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Comfort"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:title xml:lang="fr">Distance à la topologie de référence</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Electrical_grid_topology">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/BFO_0000019"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Electrical_grid_area">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/BFO_0000006"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom>
-        <owl:Class>
-          <owl:intersectionOf rdf:parseType="Collection">
-            <rdf:Description rdf:about="#Powerline"/>
-            <rdf:Description rdf:about="#Substation"/>
-          </owl:intersectionOf>
-        </owl:Class>
-      </owl:someValuesFrom>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:description xml:lang="fr">Périmètre géographique réduit du réseau électrique complet</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Zone du réseau électrique</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Electrical_grid_system">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/BFO_0000027"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid_area"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:title xml:lang="fr">Système électrique</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Energy_losses">
-  <rdfs:subClassOf rdf:resource="#Qualitative_measurement_datum_KPI"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Optimisation"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:title xml:lang="fr">Pertes</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Explanation">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000300"/>
-  <x_1.1:contributor xml:lang="fr">Explication</x_1.1:contributor>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-</owl:Class>
-
-<owl:Class rdf:about="#Final_situation">
-  <rdfs:subClassOf rdf:resource="#Situation"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-</owl:Class>
-
-<owl:Class rdf:about="#Simulation_step">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000009"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Time_stamp">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000009"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Forecast">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/BFO_0000015"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:title xml:lang="fr">Prévision</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Gen_p">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_state_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="http://purl.obolibrary.org/obo/IAO_0000039"/>
-      <owl:someValuesFrom rdf:resource="#MW_unit_label"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">La valeur de production active de chaque générateur (exprimée en MW).</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Puissance active du générateur</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#MW_unit_label">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000003"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Gen_q">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_state_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="http://purl.obolibrary.org/obo/IAO_0000039"/>
-      <owl:someValuesFrom rdf:resource="#Mva_unit_label"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">La valeur de production réactive de chaque générateur (exprimée en MVar).</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Puissance réactive du générateur</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Mva_unit_label">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000003"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Gen_v">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_state_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="http://purl.obolibrary.org/obo/IAO_0000039"/>
-      <owl:someValuesFrom rdf:resource="#KV_unit_label"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor xml:lang="fr">Tension au générateur</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Le module de la tension du bus auquel chaque générateur est connecté (exprimée en kV).</x_1.1:description>
-  <rdfs:isDefinedBy rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</rdfs:isDefinedBy>
-</owl:Class>
-
-<owl:Class rdf:about="#KV_unit_label">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000003"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Grid_region">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/BFO_0000006"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom>
-        <owl:Class>
-          <owl:intersectionOf rdf:parseType="Collection">
-            <rdf:Description rdf:about="#Powerline"/>
-            <rdf:Description rdf:about="#Substation"/>
-          </owl:intersectionOf>
-        </owl:Class>
-      </owl:someValuesFrom>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:description xml:lang="fr">Une région est un type de zone du réseau électrique.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Région du réseau électrique</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Grid_state">
-  <rdfs:subClassOf rdf:resource="#Observation"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid_state_measurement_datum"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom rdf:resource="#Line_status"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom rdf:resource="#Topo_vect"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Etat du réseau</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Etat du réseau</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Line_status">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_state_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Powerline"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gives the status (connected / disconnected) for every powerline (True at position i means the powerline i is connected)</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:title xml:lang="fr">Statut de la ligne</x_1.1:title>
-  <rdfs:isDefinedBy rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</rdfs:isDefinedBy>
-</owl:Class>
-
-<owl:Class rdf:about="#Topo_vect">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_state_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:allValuesFrom rdf:resource="#Electrical_grid"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">For each object (load, generator, ends of a powerline) it gives on which bus this object is connected in its substation.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Topologie vectorielle</x_1.1:title>
-  <rdfs:isDefinedBy rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</rdfs:isDefinedBy>
-</owl:Class>
-
-<owl:Class rdf:about="#Human">
-  <rdfs:subClassOf rdf:resource="#Operator"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Agent humain agissant sur le réseau. Définit l'origine d'une recommandation comme venant de l'humain.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Humain</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Hydro_generator">
-  <rdfs:subClassOf rdf:resource="#Generator"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Initial_situation">
-  <rdfs:subClassOf rdf:resource="#Situation"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-</owl:Class>
-
-<owl:Class rdf:about="#Is_in_overload">
-  <rdfs:subClassOf rdf:resource="#Qualitative_measurement_datum_KPI"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Safety"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Safety">
-  <rdfs:subClassOf rdf:resource="#Goal"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Objectif principal à accomplir sur le réseau assurant le réseau est exploité dans ses limites, notamment sans que les lignes entrent en surcharge.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Sécurité</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Junior_profile">
-  <rdfs:subClassOf rdf:resource="#Profile"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Opérateur junior, nouveau dans la conduite du réseau.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Profil junior</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Line_level_modification">
-  <rdfs:subClassOf rdf:resource="#Action_topo"/>
-</owl:Class>
-
-<owl:Class rdf:about="#List_of_actions">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/BFO_0000015"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Liste d'actions</x_1.1:description>
-</owl:Class>
-
-<owl:Class rdf:about="#List_recommanded_actions">
-  <rdfs:subClassOf rdf:resource="#List_of_actions"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Liste d'actions recommandées</x_1.1:description>
-</owl:Class>
-
-<owl:Class rdf:about="#Load_p">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_state_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="http://purl.obolibrary.org/obo/IAO_0000039"/>
-      <owl:someValuesFrom rdf:resource="#MW_unit_label"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">The active load value of each consumption (expressed in MW).</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Puissance active de la charge</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Load_q">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_state_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="http://purl.obolibrary.org/obo/IAO_0000039"/>
-      <owl:someValuesFrom rdf:resource="#Mva_unit_label"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">La valeur de la puissance réactive de la charge de chaque consommation (exprimée en MVar).</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Puissance réactive de la charge</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Load_v">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_state_measurement_datum"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-</owl:Class>
-
-<owl:Class rdf:about="#Loss_of_line">
-  <rdfs:subClassOf rdf:resource="#Event"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-</owl:Class>
-
-<owl:Class rdf:about="#Machine">
-  <rdfs:subClassOf rdf:resource="#Operator"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Agent machine agissant sur le réseau. Définit l'origine d'une recommandation comme venant d'un processus machine (IA par exemple).</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Machine</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Maintenance">
-  <rdfs:subClassOf rdf:resource="#Event"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-</owl:Class>
-
-<owl:Class rdf:about="#Max_overload">
-  <rdfs:subClassOf rdf:resource="#Quantitative_measurement_datum_KPI"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Safety"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Quantitative_measurement_datum_KPI">
-  <rdfs:subClassOf rdf:resource="#KPI_datum"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:title xml:lang="fr">Indicateur quantitatif</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Voltage">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/IAO_0000003"/>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-</owl:Class>
-
-<owl:Class rdf:about="#Normal_observation">
-  <rdfs:subClassOf rdf:resource="#Observation"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Observation fréquemment obtenue dans l'historique</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Observation normale</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Normal_powerline">
-  <rdfs:subClassOf rdf:resource="#Powerline"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Nuclear_generator">
-  <rdfs:subClassOf rdf:resource="#Generator"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Number_of_actions">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/APOLLO_SV_00000032"/>
-  <rdfs:subClassOf rdf:resource="#Quantitative_measurement_datum_KPI"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Action"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Comfort"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nombre d'actions</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Nombre d'actions</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Number_of_available_assets">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/APOLLO_SV_00000032"/>
-  <rdfs:subClassOf rdf:resource="#Quantitative_measurement_datum_KPI"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Comfort"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Nombre d'infrastructures disponibles pour réaliser une action.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Nombre d'élements disponibles</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Number_of_available_flexibilities">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/APOLLO_SV_00000032"/>
-  <rdfs:subClassOf rdf:resource="#Quantitative_measurement_datum_KPI"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Optimisation"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Nombre de flexibilités disponibles</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Nombre de flexibilités disponibles</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Number_of_overloads">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/APOLLO_SV_00000032"/>
-  <rdfs:subClassOf rdf:resource="#Quantitative_measurement_datum_KPI"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Safety"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Nombre de lignes en surcharge (rho supérieur à 1).</x_1.1:description>
-  <x_1.1:title rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nombre de surcharges</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#P_or">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_state_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="http://purl.obolibrary.org/obo/IAO_0000039"/>
-      <owl:someValuesFrom rdf:resource="#MW_unit_label"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">La puissance active à l'origine de chaque ligne électrique (exprimé en MW).</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Puissance active</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Physical_grid_characteristics">
-  <rdfs:subClassOf rdf:resource="http://purl.obolibrary.org/obo/BFO_0000019"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:description xml:lang="fr">Observations décrivant d'un point de vue physique le réseau.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Caractéristiques physiques</x_1.1:title>
-  <status rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deprecated</status>
-</owl:Class>
-
-<owl:Class rdf:about="#Powerline_overload_issue">
-  <owl:equivalentClass>
-    <owl:Class>
-      <owl:intersectionOf rdf:parseType="Collection">
-        <rdf:Description rdf:about="#Issue_alert"/>
-        <owl:Class>
-          <owl:unionOf rdf:parseType="Collection">
-            <owl:Class>
-              <owl:intersectionOf rdf:parseType="Collection">
-                <rdf:Description rdf:about="#Issue_alert"/>
-                <owl:Restriction>
-                  <owl:onProperty rdf:resource="#has_measurement"/>
-                  <owl:someValuesFrom>
-                    <owl:Class>
-                      <owl:intersectionOf rdf:parseType="Collection">
-                        <rdf:Description rdf:about="#Rho"/>
-                        <owl:Restriction>
-                          <owl:onProperty rdf:resource="#has_value"/>
-                          <owl:someValuesFrom>
-                            <rdfs:Datatype>
-                              <owl:onDatatype rdf:resource="http://www.w3.org/2001/XMLSchema#float"/>
-                              <owl:withRestrictions>
-                                <rdf:Description>
-                                  <rdf:first>
-                                    <rdf:Description>
-                                      <xsd:minExclusive rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.0</xsd:minExclusive>
-                                    </rdf:Description>
-                                  </rdf:first>
-                                  <rdf:rest rdf:resource="http://www.w3.org/1999/02/22-rdf-syntax-ns#nil"/>
-                                </rdf:Description>
-                              </owl:withRestrictions>
-                            </rdfs:Datatype>
-                          </owl:someValuesFrom>
-                        </owl:Restriction>
-                      </owl:intersectionOf>
-                    </owl:Class>
-                  </owl:someValuesFrom>
-                </owl:Restriction>
-              </owl:intersectionOf>
-            </owl:Class>
-            <owl:Class>
-              <owl:unionOf rdf:parseType="Collection">
-                <owl:Class>
-                  <owl:intersectionOf rdf:parseType="Collection">
-                    <rdf:Description rdf:about="#Max_overload"/>
-                    <owl:Restriction>
-                      <owl:onProperty rdf:resource="#has_value"/>
-                      <owl:someValuesFrom>
-                        <rdfs:Datatype>
-                          <owl:onDatatype rdf:resource="http://www.w3.org/2001/XMLSchema#float"/>
-                          <owl:withRestrictions>
-                            <rdf:Description>
-                              <rdf:first>
-                                <rdf:Description>
-                                  <xsd:minExclusive rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.0</xsd:minExclusive>
-                                </rdf:Description>
-                              </rdf:first>
-                              <rdf:rest rdf:resource="http://www.w3.org/1999/02/22-rdf-syntax-ns#nil"/>
-                            </rdf:Description>
-                          </owl:withRestrictions>
-                        </rdfs:Datatype>
-                      </owl:someValuesFrom>
-                    </owl:Restriction>
-                  </owl:intersectionOf>
-                </owl:Class>
-                <owl:Class>
-                  <owl:intersectionOf rdf:parseType="Collection">
-                    <rdf:Description rdf:about="#Number_of_overloads"/>
-                    <owl:Restriction>
-                      <owl:onProperty rdf:resource="#has_value"/>
-                      <owl:someValuesFrom>
-                        <rdfs:Datatype>
-                          <owl:onDatatype rdf:resource="http://www.w3.org/2001/XMLSchema#float"/>
-                          <owl:withRestrictions>
-                            <rdf:Description>
-                              <rdf:first>
-                                <rdf:Description>
-                                  <xsd:minExclusive rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.0</xsd:minExclusive>
-                                </rdf:Description>
-                              </rdf:first>
-                              <rdf:rest rdf:resource="http://www.w3.org/1999/02/22-rdf-syntax-ns#nil"/>
-                            </rdf:Description>
-                          </owl:withRestrictions>
-                        </rdfs:Datatype>
-                      </owl:someValuesFrom>
-                    </owl:Restriction>
-                  </owl:intersectionOf>
-                </owl:Class>
-              </owl:unionOf>
-            </owl:Class>
-            <owl:Restriction>
-              <owl:onProperty rdf:resource="#has_measurement"/>
-              <owl:someValuesFrom>
-                <owl:Class>
-                  <owl:intersectionOf rdf:parseType="Collection">
-                    <rdf:Description rdf:about="#Energy_losses"/>
-                    <owl:Restriction>
-                      <owl:onProperty rdf:resource="#has_value"/>
-                      <owl:someValuesFrom>
-                        <rdfs:Datatype>
-                          <owl:onDatatype rdf:resource="http://www.w3.org/2001/XMLSchema#float"/>
-                          <owl:withRestrictions>
-                            <rdf:Description>
-                              <rdf:first>
-                                <rdf:Description>
-                                  <xsd:minExclusive rdf:datatype="http://www.w3.org/2001/XMLSchema#float">3.0</xsd:minExclusive>
-                                </rdf:Description>
-                              </rdf:first>
-                              <rdf:rest rdf:resource="http://www.w3.org/1999/02/22-rdf-syntax-ns#nil"/>
-                            </rdf:Description>
-                          </owl:withRestrictions>
-                        </rdfs:Datatype>
-                      </owl:someValuesFrom>
-                    </owl:Restriction>
-                  </owl:intersectionOf>
-                </owl:Class>
-              </owl:someValuesFrom>
-            </owl:Restriction>
-          </owl:unionOf>
-        </owl:Class>
-      </owl:intersectionOf>
-    </owl:Class>
-  </owl:equivalentClass>
-  <rdfs:subClassOf rdf:resource="#Issue_alert"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:title xml:lang="fr">Problème de surcharge de ligne(s)</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Rho">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_state_measurement_datum"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:title xml:lang="fr">Charge de la ligne</x_1.1:title>
-  <rdfs:comment rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The capacity of each powerline. It is defined at the observed current flow divided by the thermal limit of each powerline (no unit).</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Powerline_recommanded_action">
-  <owl:equivalentClass>
-    <owl:Class>
-      <owl:intersectionOf rdf:parseType="Collection">
-        <rdf:Description rdf:about="#Recommanded_action"/>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#is_about"/>
-          <owl:someValuesFrom rdf:resource="#Powerline"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#is_associated_with"/>
-          <owl:someValuesFrom rdf:resource="#Powerline_overload_issue"/>
-        </owl:Restriction>
-      </owl:intersectionOf>
-    </owl:Class>
-  </owl:equivalentClass>
-  <rdfs:subClassOf rdf:resource="#Recommanded_action"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:description rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Action, agissant sur une ligne, proposée pour accomplir un objectif donné.</x_1.1:description>
-</owl:Class>
-
-<owl:Class rdf:about="#Recommanded_action">
-  <rdfs:subClassOf rdf:resource="#Action"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Action proposée pour accomplir un objectif donné.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Action recommandée</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Q_or">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_state_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="http://purl.obolibrary.org/obo/IAO_0000039"/>
-      <owl:someValuesFrom rdf:resource="#Mva_unit_label"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">La puissance réactive à l'extrémité d'origine de chaque ligne électrique (exprimé en MVar).</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Puissance active</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Redispatching">
-  <rdfs:subClassOf rdf:resource="#Action_prod"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Renewable_energy_share">
-  <rdfs:subClassOf rdf:resource="#Quantitative_measurement_datum_KPI"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Comfort"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:description xml:lang="fr">Pourcentage d'énergie renouvelable produite sur le réseau</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Proportion de renouvelable</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Senior_profile">
-  <rdfs:subClassOf rdf:resource="#Profile"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Opérateur expert, aguerri à la conduite du réseau.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Profil expert</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Set_line_status">
-  <rdfs:subClassOf rdf:resource="#Action_topo"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:description xml:lang="fr">Action menée sur les lignes servant à ré-aiguiller les flux électriques. Il s'agit d'une action Grid2op définissant l'état (connecté ou déconnecté) des lignes.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Définition de l'état de la ligne</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Set_topo_vect">
-  <rdfs:subClassOf rdf:resource="#Action_topo"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:description xml:lang="fr">Il s'agit d'une action Grid2op définissant la connectivité des lignes aux différents bus de leurs postes origine et extrémité.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Définition de la topologie du réseau</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Solar_generator">
-  <rdfs:subClassOf rdf:resource="#Generator"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Storage">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_component"/>
-  <x_1.1:creator rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:creator>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Batterie ayant une capacité de stockage électrique sur le réseau</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Batterie</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Switch_line_status">
-  <rdfs:subClassOf rdf:resource="#Action_topo"/>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:description xml:lang="fr">Il s'agit d'une action Grid2op modifiant ou non l'état (de connecté à déconnecté, de déconnecté à connecté) des lignes.</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Changement de l'état de la ligne</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Thermal_generator">
-  <rdfs:subClassOf rdf:resource="#Generator"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Total_consumption">
-  <rdfs:subClassOf rdf:resource="#Quantitative_measurement_datum_KPI"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Transformer">
-  <rdfs:subClassOf rdf:resource="#Powerline"/>
-  <x_1.1:creator rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:creator>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Composant du réseau électrique pouvant augmenter ou baisser les niveaux de tension sur le réseau</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Transformateur</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#V_or">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_state_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="http://purl.obolibrary.org/obo/IAO_0000039"/>
-      <owl:someValuesFrom rdf:resource="#KV_unit_label"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <x_1.1:contributor rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laure CROCHEPIERRE</x_1.1:contributor>
-  <x_1.1:date rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30/01/2024</x_1.1:date>
-  <x_1.1:description xml:lang="fr">Le module de la tension au niveau du bus auquel l'extrémité d'origine de chaque ligne électrique est connectée (exprimée en kV).</x_1.1:description>
-  <x_1.1:title xml:lang="fr">Tension à l'origine de la ligne</x_1.1:title>
-</owl:Class>
-
-<owl:Class rdf:about="#Wind_generator">
-  <rdfs:subClassOf rdf:resource="#Generator"/>
-</owl:Class>
-
-<owl:NamedIndividual rdf:about="#critical_observation_21325661600">
-  <rdf:type rdf:resource="#Critical_observation"/>
-  <has_part rdf:resource="#initial_situation_21325661600"/>
-  <has_part rdf:resource="#final_situation_21325661600"/>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#initial_situation_21325661600">
-  <rdf:type rdf:resource="#Initial_situation"/>
-  <has_part rdf:resource="#initial_time_21325661600"/>
-  <is_about rdf:resource="#powerline_54_58_154"/>
-  <has_part rdf:resource="#total_consumption_21325661600_0"/>
-  <has_part rdf:resource="#loss_21325661600_0"/>
-  <has_part rdf:resource="#max_overload_21325661600_0"/>
-  <has_part rdf:resource="#is_in_overload_21325661600_0"/>
-  <has_part rdf:resource="#number_of_overload_21325661600_0"/>
-  <has_part rdf:resource="#energy_share_21325661600_0"/>
-  <has_part rdf:resource="#Action_topo_21325661600_0"/>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#final_situation_21325661600">
-  <rdf:type rdf:resource="#Final_situation"/>
-  <has_part rdf:resource="#final_time_21325661600"/>
-  <is_about rdf:resource="#powerline_54_58_154"/>
-  <has_part rdf:resource="#rho_21325661600_1"/>
-  <has_part rdf:resource="#total_consumption_21325661600_1"/>
-  <has_part rdf:resource="#loss_21325661600_1"/>
-  <has_part rdf:resource="#energy_share_21325661600_1"/>
-  <has_part rdf:resource="#action_do_nothing_21325661600_1"/>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#issue_test_pocV421325661600">
-  <rdf:type rdf:resource="#Issue_alert"/>
-  <is_associated_with rdf:resource="#Action_topo_21325661600_0"/>
-  <has_measurement rdf:resource="#rho_21325661600_1"/>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#Action_topo_21325661600_0">
-  <rdf:type rdf:resource="#Action_topo"/>
-  <has_part rdf:resource="#action_dict_21325661600_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">This action will: - NOT change anything to the injections - NOT perform any redispatching action - NOT modify any storage capacity - NOT perform any curtailment - NOT force any line status - NOT switch any line status - NOT switch anything in the topology - NOT force any particular bus configuration - Raise an alarm on area: east</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#rho_21325661600_1">
-  <rdf:type rdf:resource="#Rho"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.9681275486946106</has_final_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#initial_time_21325661600">
-  <rdf:type rdf:resource="#Time_stamp"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-04 07:20:00</has_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#powerline_54_58_154">
-  <rdf:type rdf:resource="#Powerline"/>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#total_consumption_21325661600_0">
-  <rdf:type rdf:resource="#Total_consumption"/>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#loss_21325661600_0">
-  <rdf:type rdf:resource="#Energy_losses"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.3189594745635986</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#max_overload_21325661600_0">
-  <rdf:type rdf:resource="#Max_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.0065436363220215</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#is_in_overload_21325661600_0">
-  <rdf:type rdf:resource="#Is_in_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54_58_154</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#number_of_overload_21325661600_0">
-  <rdf:type rdf:resource="#Number_of_overloads"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#integer">1</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#energy_share_21325661600_0">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.3366421884655705</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#action_dict_21325661600_0">
-  <rdf:type rdf:resource="#Action_dict"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">{'_set_line_status': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], '_switch_line_status': [False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False], '_set_topo_vect': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], '_change_bus_vect': [False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False], '_redispatch': [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], '_storage_power': [], '_curtail': [-1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0], '_raise_alarm': [True, False, False]}</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#final_time_21325661600">
-  <rdf:type rdf:resource="#Time_stamp"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-04 07:25:00</has_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#total_consumption_21325661600_1">
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#loss_21325661600_1">
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-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.3400672674179077</has_final_value>
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-<owl:NamedIndividual rdf:about="#energy_share_21325661600_1">
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-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.336839396129193</has_final_value>
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-<owl:NamedIndividual rdf:about="#action_do_nothing_21325661600_1">
-  <rdf:type rdf:resource="#Action_do_nothing"/>
-  <has_part rdf:resource="#action_dict_21325661600_1"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string"></has_final_value>
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-<owl:NamedIndividual rdf:about="#action_dict_21325661600_1">
-  <rdf:type rdf:resource="#Action_dict"/>
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-
-<owl:NamedIndividual rdf:about="#critical_observation_31325674500">
-  <rdf:type rdf:resource="#Critical_observation"/>
-  <has_part rdf:resource="#initial_situation_31325674500"/>
-  <has_part rdf:resource="#final_situation_31325674500"/>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#initial_situation_31325674500">
-  <rdf:type rdf:resource="#Initial_situation"/>
-  <has_part rdf:resource="#initial_time_31325674500"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#total_consumption_31325674500_0"/>
-  <has_part rdf:resource="#loss_31325674500_0"/>
-  <has_part rdf:resource="#max_overload_31325674500_0"/>
-  <has_part rdf:resource="#is_in_overload_31325674500_0"/>
-  <has_part rdf:resource="#number_of_overload_31325674500_0"/>
-  <has_part rdf:resource="#energy_share_31325674500_0"/>
-  <has_part rdf:resource="#bus_level_modification_31325674500_0"/>
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-<owl:NamedIndividual rdf:about="#final_situation_31325674500">
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-  <has_part rdf:resource="#final_time_31325674500"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#rho_31325674500_1"/>
-  <has_part rdf:resource="#total_consumption_31325674500_1"/>
-  <has_part rdf:resource="#loss_31325674500_1"/>
-  <has_part rdf:resource="#energy_share_31325674500_1"/>
-  <has_part rdf:resource="#action_do_nothing_31325674500_1"/>
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-<owl:NamedIndividual rdf:about="#issue_test_pocV431325674500">
-  <rdf:type rdf:resource="#Issue_alert"/>
-  <is_associated_with rdf:resource="#bus_level_modification_31325674500_0"/>
-  <has_measurement rdf:resource="#rho_31325674500_1"/>
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-<owl:NamedIndividual rdf:about="#bus_level_modification_31325674500_0">
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-  <has_part rdf:resource="#action_dict_31325674500_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
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-<owl:NamedIndividual rdf:about="#rho_31325674500_1">
-  <rdf:type rdf:resource="#Rho"/>
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-<owl:NamedIndividual rdf:about="#initial_time_31325674500">
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-<owl:NamedIndividual rdf:about="#powerline_44_48_133">
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-<owl:NamedIndividual rdf:about="#total_consumption_31325674500_0">
-  <rdf:type rdf:resource="#Total_consumption"/>
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-
-<owl:NamedIndividual rdf:about="#loss_31325674500_0">
-  <rdf:type rdf:resource="#Energy_losses"/>
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#max_overload_31325674500_0">
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-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#is_in_overload_31325674500_0">
-  <rdf:type rdf:resource="#Is_in_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44_48_133</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#number_of_overload_31325674500_0">
-  <rdf:type rdf:resource="#Number_of_overloads"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#integer">1</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#energy_share_31325674500_0">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.5202283875350088</has_initial_value>
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-<owl:NamedIndividual rdf:about="#action_dict_31325674500_0">
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-<owl:NamedIndividual rdf:about="#final_time_31325674500">
-  <rdf:type rdf:resource="#Time_stamp"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-04 11:00:00</has_value>
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#energy_share_31325674500_1">
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-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.5242607329278928</has_final_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#action_do_nothing_31325674500_1">
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-  <has_part rdf:resource="#action_dict_31325674500_1"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string"></has_final_value>
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-<owl:NamedIndividual rdf:about="#action_dict_31325674500_1">
-  <rdf:type rdf:resource="#Action_dict"/>
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-<owl:NamedIndividual rdf:about="#critical_observation_51325759700">
-  <rdf:type rdf:resource="#Critical_observation"/>
-  <has_part rdf:resource="#initial_situation_51325759700"/>
-  <has_part rdf:resource="#final_situation_51325759700"/>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#initial_situation_51325759700">
-  <rdf:type rdf:resource="#Initial_situation"/>
-  <has_part rdf:resource="#initial_time_51325759700"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#total_consumption_51325759700_0"/>
-  <has_part rdf:resource="#loss_51325759700_0"/>
-  <has_part rdf:resource="#max_overload_51325759700_0"/>
-  <has_part rdf:resource="#is_in_overload_51325759700_0"/>
-  <has_part rdf:resource="#number_of_overload_51325759700_0"/>
-  <has_part rdf:resource="#energy_share_51325759700_0"/>
-  <has_part rdf:resource="#bus_level_modification_51325759700_0"/>
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-<owl:NamedIndividual rdf:about="#final_situation_51325759700">
-  <rdf:type rdf:resource="#Final_situation"/>
-  <has_part rdf:resource="#final_time_51325759700"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#rho_51325759700_1"/>
-  <has_part rdf:resource="#total_consumption_51325759700_1"/>
-  <has_part rdf:resource="#loss_51325759700_1"/>
-  <has_part rdf:resource="#energy_share_51325759700_1"/>
-  <has_part rdf:resource="#action_do_nothing_51325759700_1"/>
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-<owl:NamedIndividual rdf:about="#issue_test_pocV451325759700">
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-  <has_measurement rdf:resource="#rho_51325759700_1"/>
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-<owl:NamedIndividual rdf:about="#bus_level_modification_51325759700_0">
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-  <has_part rdf:resource="#action_dict_51325759700_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#rho_51325759700_1">
-  <rdf:type rdf:resource="#Rho"/>
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-<owl:NamedIndividual rdf:about="#initial_time_51325759700">
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-<owl:NamedIndividual rdf:about="#total_consumption_51325759700_0">
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-<owl:NamedIndividual rdf:about="#loss_51325759700_0">
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#max_overload_51325759700_0">
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-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#is_in_overload_51325759700_0">
-  <rdf:type rdf:resource="#Is_in_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44_48_133</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#number_of_overload_51325759700_0">
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-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#integer">1</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#energy_share_51325759700_0">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.5144902190956483</has_initial_value>
-</owl:NamedIndividual>
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#final_time_51325759700">
-  <rdf:type rdf:resource="#Time_stamp"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-05 10:40:00</has_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#total_consumption_51325759700_1">
-  <rdf:type rdf:resource="#Total_consumption"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1270.040014743805</has_final_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#loss_51325759700_1">
-  <rdf:type rdf:resource="#Energy_losses"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.9071735143661499</has_final_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#energy_share_51325759700_1">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.5153302754651263</has_final_value>
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-<owl:NamedIndividual rdf:about="#action_do_nothing_51325759700_1">
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-  <has_part rdf:resource="#action_dict_51325759700_1"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string"></has_final_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#action_dict_51325759700_1">
-  <rdf:type rdf:resource="#Action_dict"/>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#critical_observation_71325763900">
-  <rdf:type rdf:resource="#Critical_observation"/>
-  <has_part rdf:resource="#initial_situation_71325763900"/>
-  <has_part rdf:resource="#final_situation_71325763900"/>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#initial_situation_71325763900">
-  <rdf:type rdf:resource="#Initial_situation"/>
-  <has_part rdf:resource="#initial_time_71325763900"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#total_consumption_71325763900_0"/>
-  <has_part rdf:resource="#loss_71325763900_0"/>
-  <has_part rdf:resource="#max_overload_71325763900_0"/>
-  <has_part rdf:resource="#is_in_overload_71325763900_0"/>
-  <has_part rdf:resource="#number_of_overload_71325763900_0"/>
-  <has_part rdf:resource="#energy_share_71325763900_0"/>
-  <has_part rdf:resource="#bus_level_modification_71325763900_0"/>
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-<owl:NamedIndividual rdf:about="#final_situation_71325763900">
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-  <has_part rdf:resource="#final_time_71325763900"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#rho_71325763900_1"/>
-  <has_part rdf:resource="#total_consumption_71325763900_1"/>
-  <has_part rdf:resource="#loss_71325763900_1"/>
-  <has_part rdf:resource="#energy_share_71325763900_1"/>
-  <has_part rdf:resource="#action_do_nothing_71325763900_1"/>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#issue_test_pocV471325763900">
-  <rdf:type rdf:resource="#Issue_alert"/>
-  <is_associated_with rdf:resource="#bus_level_modification_71325763900_0"/>
-  <has_measurement rdf:resource="#rho_71325763900_1"/>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#bus_level_modification_71325763900_0">
-  <rdf:type rdf:resource="#Bus_level_modification"/>
-  <has_part rdf:resource="#action_dict_71325763900_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#rho_71325763900_1">
-  <rdf:type rdf:resource="#Rho"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.5055027604103088</has_final_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#initial_time_71325763900">
-  <rdf:type rdf:resource="#Time_stamp"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-05 11:45:00</has_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#total_consumption_71325763900_0">
-  <rdf:type rdf:resource="#Total_consumption"/>
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-
-<owl:NamedIndividual rdf:about="#loss_71325763900_0">
-  <rdf:type rdf:resource="#Energy_losses"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.7169448733329773</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#max_overload_71325763900_0">
-  <rdf:type rdf:resource="#Max_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.0452219247817993</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#is_in_overload_71325763900_0">
-  <rdf:type rdf:resource="#Is_in_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44_48_133</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#number_of_overload_71325763900_0">
-  <rdf:type rdf:resource="#Number_of_overloads"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#integer">1</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#energy_share_71325763900_0">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.542238635971484</has_initial_value>
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-<owl:NamedIndividual rdf:about="#action_dict_71325763900_0">
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-<owl:NamedIndividual rdf:about="#final_time_71325763900">
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-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-05 11:50:00</has_value>
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-<owl:NamedIndividual rdf:about="#total_consumption_71325763900_1">
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-<owl:NamedIndividual rdf:about="#loss_71325763900_1">
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-<owl:NamedIndividual rdf:about="#energy_share_71325763900_1">
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-<owl:NamedIndividual rdf:about="#action_do_nothing_71325763900_1">
-  <rdf:type rdf:resource="#Action_do_nothing"/>
-  <has_part rdf:resource="#action_dict_71325763900_1"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string"></has_final_value>
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-<owl:NamedIndividual rdf:about="#action_dict_71325763900_1">
-  <rdf:type rdf:resource="#Action_dict"/>
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-<owl:NamedIndividual rdf:about="#critical_observation_91325856300">
-  <rdf:type rdf:resource="#Critical_observation"/>
-  <has_part rdf:resource="#initial_situation_91325856300"/>
-  <has_part rdf:resource="#final_situation_91325856300"/>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#initial_situation_91325856300">
-  <rdf:type rdf:resource="#Initial_situation"/>
-  <has_part rdf:resource="#initial_time_91325856300"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#total_consumption_91325856300_0"/>
-  <has_part rdf:resource="#loss_91325856300_0"/>
-  <has_part rdf:resource="#max_overload_91325856300_0"/>
-  <has_part rdf:resource="#is_in_overload_91325856300_0"/>
-  <has_part rdf:resource="#number_of_overload_91325856300_0"/>
-  <has_part rdf:resource="#energy_share_91325856300_0"/>
-  <has_part rdf:resource="#bus_level_modification_91325856300_0"/>
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-<owl:NamedIndividual rdf:about="#final_situation_91325856300">
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-  <has_part rdf:resource="#final_time_91325856300"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#rho_91325856300_1"/>
-  <has_part rdf:resource="#total_consumption_91325856300_1"/>
-  <has_part rdf:resource="#loss_91325856300_1"/>
-  <has_part rdf:resource="#energy_share_91325856300_1"/>
-  <has_part rdf:resource="#action_do_nothing_91325856300_1"/>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#issue_test_pocV491325856300">
-  <rdf:type rdf:resource="#Issue_alert"/>
-  <is_associated_with rdf:resource="#bus_level_modification_91325856300_0"/>
-  <has_measurement rdf:resource="#rho_91325856300_1"/>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#bus_level_modification_91325856300_0">
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-  <has_part rdf:resource="#action_dict_91325856300_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#rho_91325856300_1">
-  <rdf:type rdf:resource="#Rho"/>
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-<owl:NamedIndividual rdf:about="#initial_time_91325856300">
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-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-06 13:25:00</has_value>
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-<owl:NamedIndividual rdf:about="#total_consumption_91325856300_0">
-  <rdf:type rdf:resource="#Total_consumption"/>
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-
-<owl:NamedIndividual rdf:about="#loss_91325856300_0">
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-<owl:NamedIndividual rdf:about="#max_overload_91325856300_0">
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-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.00251305103302</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#is_in_overload_91325856300_0">
-  <rdf:type rdf:resource="#Is_in_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44_48_133</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#number_of_overload_91325856300_0">
-  <rdf:type rdf:resource="#Number_of_overloads"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#integer">1</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#energy_share_91325856300_0">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.5176450515480016</has_initial_value>
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#final_time_91325856300">
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-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-06 13:30:00</has_value>
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#loss_91325856300_1">
-  <rdf:type rdf:resource="#Energy_losses"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.8455572128295898</has_final_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#energy_share_91325856300_1">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.5275662616642761</has_final_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#action_do_nothing_91325856300_1">
-  <rdf:type rdf:resource="#Action_do_nothing"/>
-  <has_part rdf:resource="#action_dict_91325856300_1"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string"></has_final_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#action_dict_91325856300_1">
-  <rdf:type rdf:resource="#Action_dict"/>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#critical_observation_121326067800">
-  <rdf:type rdf:resource="#Critical_observation"/>
-  <has_part rdf:resource="#initial_situation_121326067800"/>
-  <has_part rdf:resource="#final_situation_121326067800"/>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#initial_situation_121326067800">
-  <rdf:type rdf:resource="#Initial_situation"/>
-  <has_part rdf:resource="#initial_time_121326067800"/>
-  <is_about rdf:resource="#powerline_43_44_125"/>
-  <has_part rdf:resource="#total_consumption_121326067800_0"/>
-  <has_part rdf:resource="#loss_121326067800_0"/>
-  <has_part rdf:resource="#max_overload_121326067800_0"/>
-  <has_part rdf:resource="#is_in_overload_121326067800_0"/>
-  <has_part rdf:resource="#number_of_overload_121326067800_0"/>
-  <has_part rdf:resource="#energy_share_121326067800_0"/>
-  <has_part rdf:resource="#bus_level_modification_121326067800_0"/>
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-<owl:NamedIndividual rdf:about="#final_situation_121326067800">
-  <rdf:type rdf:resource="#Final_situation"/>
-  <has_part rdf:resource="#final_time_121326067800"/>
-  <is_about rdf:resource="#powerline_43_44_125"/>
-  <has_part rdf:resource="#rho_121326067800_1"/>
-  <has_part rdf:resource="#total_consumption_121326067800_1"/>
-  <has_part rdf:resource="#loss_121326067800_1"/>
-  <has_part rdf:resource="#energy_share_121326067800_1"/>
-  <has_part rdf:resource="#action_do_nothing_121326067800_1"/>
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-<owl:NamedIndividual rdf:about="#issue_test_pocV4121326067800">
-  <rdf:type rdf:resource="#Issue_alert"/>
-  <is_associated_with rdf:resource="#bus_level_modification_121326067800_0"/>
-  <has_measurement rdf:resource="#rho_121326067800_1"/>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#bus_level_modification_121326067800_0">
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-  <has_part rdf:resource="#action_dict_121326067800_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#rho_121326067800_1">
-  <rdf:type rdf:resource="#Rho"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.80047208070755</has_final_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#initial_time_121326067800">
-  <rdf:type rdf:resource="#Time_stamp"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-09 00:10:00</has_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#powerline_43_44_125">
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-<owl:NamedIndividual rdf:about="#total_consumption_121326067800_0">
-  <rdf:type rdf:resource="#Total_consumption"/>
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-
-<owl:NamedIndividual rdf:about="#loss_121326067800_0">
-  <rdf:type rdf:resource="#Energy_losses"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.6084414720535278</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#max_overload_121326067800_0">
-  <rdf:type rdf:resource="#Max_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.0012634992599487</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#is_in_overload_121326067800_0">
-  <rdf:type rdf:resource="#Is_in_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43_44_125</has_initial_value>
-</owl:NamedIndividual>
-
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-<owl:NamedIndividual rdf:about="#energy_share_121326067800_1">
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-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string"></has_final_value>
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-<owl:NamedIndividual rdf:about="#action_dict_121326067800_1">
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-<owl:NamedIndividual rdf:about="#critical_observation_151326090000">
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-  <has_part rdf:resource="#final_situation_151326090000"/>
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-<owl:NamedIndividual rdf:about="#initial_situation_151326090000">
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-  <has_part rdf:resource="#total_consumption_151326090000_0"/>
-  <has_part rdf:resource="#loss_151326090000_0"/>
-  <has_part rdf:resource="#max_overload_151326090000_0"/>
-  <has_part rdf:resource="#is_in_overload_151326090000_0"/>
-  <has_part rdf:resource="#number_of_overload_151326090000_0"/>
-  <has_part rdf:resource="#energy_share_151326090000_0"/>
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-  <has_part rdf:resource="#rho_151326090000_1"/>
-  <has_part rdf:resource="#total_consumption_151326090000_1"/>
-  <has_part rdf:resource="#loss_151326090000_1"/>
-  <has_part rdf:resource="#energy_share_151326090000_1"/>
-  <has_part rdf:resource="#action_do_nothing_151326090000_1"/>
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-  <has_part rdf:resource="#action_dict_151326090000_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
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-<owl:NamedIndividual rdf:about="#rho_151326090000_1">
-  <rdf:type rdf:resource="#Rho"/>
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-<owl:NamedIndividual rdf:about="#initial_time_151326090000">
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-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-09 06:20:00</has_value>
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-
-<owl:NamedIndividual rdf:about="#total_consumption_151326090000_0">
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-<owl:NamedIndividual rdf:about="#loss_151326090000_0">
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-<owl:NamedIndividual rdf:about="#max_overload_151326090000_0">
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-<owl:NamedIndividual rdf:about="#is_in_overload_151326090000_0">
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-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54_58_154</has_initial_value>
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-<owl:NamedIndividual rdf:about="#number_of_overload_151326090000_0">
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#energy_share_151326090000_0">
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-<owl:NamedIndividual rdf:about="#energy_share_151326090000_1">
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-<owl:NamedIndividual rdf:about="#action_dict_151326090000_1">
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-<owl:NamedIndividual rdf:about="#critical_observation_181326194400">
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-  <has_part rdf:resource="#final_situation_181326194400"/>
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-<owl:NamedIndividual rdf:about="#initial_situation_181326194400">
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-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#total_consumption_181326194400_0"/>
-  <has_part rdf:resource="#loss_181326194400_0"/>
-  <has_part rdf:resource="#max_overload_181326194400_0"/>
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-  <has_part rdf:resource="#number_of_overload_181326194400_0"/>
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-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
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-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44_48_133</has_initial_value>
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-<owl:NamedIndividual rdf:about="#number_of_overload_181326194400_0">
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#energy_share_181326194400_0">
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-<owl:NamedIndividual rdf:about="#final_time_231325674500">
-  <rdf:type rdf:resource="#Time_stamp"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-04 11:00:00</has_value>
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-<owl:NamedIndividual rdf:about="#total_consumption_231325674500_1">
-  <rdf:type rdf:resource="#Total_consumption"/>
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-<owl:NamedIndividual rdf:about="#loss_231325674500_1">
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-<owl:NamedIndividual rdf:about="#energy_share_231325674500_1">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.5242607329278928</has_final_value>
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-<owl:NamedIndividual rdf:about="#action_do_nothing_231325674500_1">
-  <rdf:type rdf:resource="#Action_do_nothing"/>
-  <has_part rdf:resource="#action_dict_231325674500_1"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string"></has_final_value>
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-<owl:NamedIndividual rdf:about="#action_dict_231325674500_1">
-  <rdf:type rdf:resource="#Action_dict"/>
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-<owl:NamedIndividual rdf:about="#critical_observation_251325759700">
-  <rdf:type rdf:resource="#Critical_observation"/>
-  <has_part rdf:resource="#initial_situation_251325759700"/>
-  <has_part rdf:resource="#final_situation_251325759700"/>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#initial_situation_251325759700">
-  <rdf:type rdf:resource="#Initial_situation"/>
-  <has_part rdf:resource="#initial_time_251325759700"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#total_consumption_251325759700_0"/>
-  <has_part rdf:resource="#loss_251325759700_0"/>
-  <has_part rdf:resource="#max_overload_251325759700_0"/>
-  <has_part rdf:resource="#is_in_overload_251325759700_0"/>
-  <has_part rdf:resource="#number_of_overload_251325759700_0"/>
-  <has_part rdf:resource="#energy_share_251325759700_0"/>
-  <has_part rdf:resource="#bus_level_modification_251325759700_0"/>
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-<owl:NamedIndividual rdf:about="#final_situation_251325759700">
-  <rdf:type rdf:resource="#Final_situation"/>
-  <has_part rdf:resource="#final_time_251325759700"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#rho_251325759700_1"/>
-  <has_part rdf:resource="#total_consumption_251325759700_1"/>
-  <has_part rdf:resource="#loss_251325759700_1"/>
-  <has_part rdf:resource="#energy_share_251325759700_1"/>
-  <has_part rdf:resource="#action_do_nothing_251325759700_1"/>
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-<owl:NamedIndividual rdf:about="#issue_test_pocV4251325759700">
-  <rdf:type rdf:resource="#Issue_alert"/>
-  <is_associated_with rdf:resource="#bus_level_modification_251325759700_0"/>
-  <has_measurement rdf:resource="#rho_251325759700_1"/>
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-<owl:NamedIndividual rdf:about="#bus_level_modification_251325759700_0">
-  <rdf:type rdf:resource="#Bus_level_modification"/>
-  <has_part rdf:resource="#action_dict_251325759700_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#rho_251325759700_1">
-  <rdf:type rdf:resource="#Rho"/>
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-<owl:NamedIndividual rdf:about="#initial_time_251325759700">
-  <rdf:type rdf:resource="#Time_stamp"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-05 10:35:00</has_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#total_consumption_251325759700_0">
-  <rdf:type rdf:resource="#Total_consumption"/>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#loss_251325759700_0">
-  <rdf:type rdf:resource="#Energy_losses"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.7575469613075256</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#max_overload_251325759700_0">
-  <rdf:type rdf:resource="#Max_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.0057731866836548</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#is_in_overload_251325759700_0">
-  <rdf:type rdf:resource="#Is_in_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44_48_133</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#number_of_overload_251325759700_0">
-  <rdf:type rdf:resource="#Number_of_overloads"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#integer">1</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#energy_share_251325759700_0">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.5144902190956483</has_initial_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#action_dict_251325759700_0">
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#final_time_251325759700">
-  <rdf:type rdf:resource="#Time_stamp"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-05 10:40:00</has_value>
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-<owl:NamedIndividual rdf:about="#total_consumption_251325759700_1">
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-<owl:NamedIndividual rdf:about="#loss_251325759700_1">
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-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.9071735143661499</has_final_value>
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-<owl:NamedIndividual rdf:about="#energy_share_251325759700_1">
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-<owl:NamedIndividual rdf:about="#action_do_nothing_251325759700_1">
-  <rdf:type rdf:resource="#Action_do_nothing"/>
-  <has_part rdf:resource="#action_dict_251325759700_1"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string"></has_final_value>
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-<owl:NamedIndividual rdf:about="#action_dict_251325759700_1">
-  <rdf:type rdf:resource="#Action_dict"/>
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-<owl:NamedIndividual rdf:about="#critical_observation_271325763600">
-  <rdf:type rdf:resource="#Critical_observation"/>
-  <has_part rdf:resource="#initial_situation_271325763600"/>
-  <has_part rdf:resource="#final_situation_271325763600"/>
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-<owl:NamedIndividual rdf:about="#initial_situation_271325763600">
-  <rdf:type rdf:resource="#Initial_situation"/>
-  <has_part rdf:resource="#initial_time_271325763600"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#total_consumption_271325763600_0"/>
-  <has_part rdf:resource="#loss_271325763600_0"/>
-  <has_part rdf:resource="#max_overload_271325763600_0"/>
-  <has_part rdf:resource="#is_in_overload_271325763600_0"/>
-  <has_part rdf:resource="#number_of_overload_271325763600_0"/>
-  <has_part rdf:resource="#energy_share_271325763600_0"/>
-  <has_part rdf:resource="#bus_level_modification_271325763600_0"/>
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-<owl:NamedIndividual rdf:about="#final_situation_271325763600">
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-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#rho_271325763600_1"/>
-  <has_part rdf:resource="#total_consumption_271325763600_1"/>
-  <has_part rdf:resource="#loss_271325763600_1"/>
-  <has_part rdf:resource="#energy_share_271325763600_1"/>
-  <has_part rdf:resource="#action_do_nothing_271325763600_1"/>
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-<owl:NamedIndividual rdf:about="#issue_test_pocV4271325763600">
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-  <is_associated_with rdf:resource="#bus_level_modification_271325763600_0"/>
-  <has_measurement rdf:resource="#rho_271325763600_1"/>
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-<owl:NamedIndividual rdf:about="#bus_level_modification_271325763600_0">
-  <rdf:type rdf:resource="#Bus_level_modification"/>
-  <has_part rdf:resource="#action_dict_271325763600_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
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-<owl:NamedIndividual rdf:about="#rho_271325763600_1">
-  <rdf:type rdf:resource="#Rho"/>
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-<owl:NamedIndividual rdf:about="#initial_time_271325763600">
-  <rdf:type rdf:resource="#Time_stamp"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-05 11:40:00</has_value>
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-<owl:NamedIndividual rdf:about="#total_consumption_271325763600_0">
-  <rdf:type rdf:resource="#Total_consumption"/>
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-<owl:NamedIndividual rdf:about="#loss_271325763600_0">
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-
-<owl:NamedIndividual rdf:about="#max_overload_271325763600_0">
-  <rdf:type rdf:resource="#Max_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.0024315118789673</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#is_in_overload_271325763600_0">
-  <rdf:type rdf:resource="#Is_in_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44_48_133</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#number_of_overload_271325763600_0">
-  <rdf:type rdf:resource="#Number_of_overloads"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#integer">1</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#energy_share_271325763600_0">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
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-</owl:NamedIndividual>
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-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
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-<owl:NamedIndividual rdf:about="#rho_311325856300_1">
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-<owl:NamedIndividual rdf:about="#total_consumption_311325856300_0">
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-<owl:NamedIndividual rdf:about="#is_in_overload_311325856300_0">
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-<owl:NamedIndividual rdf:about="#number_of_overload_311325856300_0">
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-<owl:NamedIndividual rdf:about="#energy_share_311325856300_0">
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-<owl:NamedIndividual rdf:about="#critical_observation_351326028200">
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-<owl:NamedIndividual rdf:about="#final_time_371326043200">
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-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-08 17:25:00</has_value>
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-<owl:NamedIndividual rdf:about="#total_consumption_371326043200_1">
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-<owl:NamedIndividual rdf:about="#action_do_nothing_371326043200_1">
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-  <has_part rdf:resource="#action_dict_371326043200_1"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string"></has_final_value>
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-<owl:NamedIndividual rdf:about="#action_dict_371326043200_1">
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-<owl:NamedIndividual rdf:about="#critical_observation_381326043500">
-  <rdf:type rdf:resource="#Critical_observation"/>
-  <has_part rdf:resource="#initial_situation_381326043500"/>
-  <has_part rdf:resource="#final_situation_381326043500"/>
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-<owl:NamedIndividual rdf:about="#initial_situation_381326043500">
-  <rdf:type rdf:resource="#Initial_situation"/>
-  <has_part rdf:resource="#initial_time_381326043500"/>
-  <is_about rdf:resource="#powerline_55_57_148"/>
-  <is_about rdf:resource="#powerline_50_57_149"/>
-  <has_part rdf:resource="#total_consumption_381326043500_0"/>
-  <has_part rdf:resource="#loss_381326043500_0"/>
-  <has_part rdf:resource="#max_overload_381326043500_0"/>
-  <has_part rdf:resource="#is_in_overload_381326043500_0"/>
-  <has_part rdf:resource="#number_of_overload_381326043500_0"/>
-  <has_part rdf:resource="#energy_share_381326043500_0"/>
-  <has_part rdf:resource="#bus_level_modification_381326043500_0"/>
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-<owl:NamedIndividual rdf:about="#final_situation_381326043500">
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-  <has_part rdf:resource="#final_time_381326043500"/>
-  <is_about rdf:resource="#powerline_55_57_148"/>
-  <is_about rdf:resource="#powerline_50_57_149"/>
-  <has_part rdf:resource="#rho_381326043500_1"/>
-  <has_part rdf:resource="#total_consumption_381326043500_1"/>
-  <has_part rdf:resource="#loss_381326043500_1"/>
-  <has_part rdf:resource="#energy_share_381326043500_1"/>
-  <has_part rdf:resource="#action_do_nothing_381326043500_1"/>
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-<owl:NamedIndividual rdf:about="#issue_test_pocV4381326043500">
-  <rdf:type rdf:resource="#Issue_alert"/>
-  <is_associated_with rdf:resource="#bus_level_modification_381326043500_0"/>
-  <has_measurement rdf:resource="#rho_381326043500_1"/>
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-<owl:NamedIndividual rdf:about="#bus_level_modification_381326043500_0">
-  <rdf:type rdf:resource="#Bus_level_modification"/>
-  <has_part rdf:resource="#action_dict_381326043500_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
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-<owl:NamedIndividual rdf:about="#rho_381326043500_1">
-  <rdf:type rdf:resource="#Rho"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.706099808216095</has_final_value>
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-<owl:NamedIndividual rdf:about="#initial_time_381326043500">
-  <rdf:type rdf:resource="#Time_stamp"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-08 17:25:00</has_value>
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-<owl:NamedIndividual rdf:about="#powerline_50_57_149">
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-<owl:NamedIndividual rdf:about="#total_consumption_381326043500_0">
-  <rdf:type rdf:resource="#Total_consumption"/>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#loss_381326043500_0">
-  <rdf:type rdf:resource="#Energy_losses"/>
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-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#max_overload_381326043500_0">
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-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.026733160018921</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#is_in_overload_381326043500_0">
-  <rdf:type rdf:resource="#Is_in_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50_57_149</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#number_of_overload_381326043500_0">
-  <rdf:type rdf:resource="#Number_of_overloads"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#integer">2</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#energy_share_381326043500_0">
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-<owl:NamedIndividual rdf:about="#action_dict_381326043500_0">
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-<owl:NamedIndividual rdf:about="#final_time_381326043500">
-  <rdf:type rdf:resource="#Time_stamp"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-08 17:30:00</has_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#total_consumption_381326043500_1">
-  <rdf:type rdf:resource="#Total_consumption"/>
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#loss_381326043500_1">
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-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.3089832067489624</has_final_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#energy_share_381326043500_1">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.3762744434656651</has_final_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#action_do_nothing_381326043500_1">
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-  <has_part rdf:resource="#action_dict_381326043500_1"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string"></has_final_value>
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-<owl:NamedIndividual rdf:about="#action_dict_381326043500_1">
-  <rdf:type rdf:resource="#Action_dict"/>
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-<owl:NamedIndividual rdf:about="#critical_observation_411326090000">
-  <rdf:type rdf:resource="#Critical_observation"/>
-  <has_part rdf:resource="#initial_situation_411326090000"/>
-  <has_part rdf:resource="#final_situation_411326090000"/>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#initial_situation_411326090000">
-  <rdf:type rdf:resource="#Initial_situation"/>
-  <has_part rdf:resource="#initial_time_411326090000"/>
-  <is_about rdf:resource="#powerline_54_58_154"/>
-  <has_part rdf:resource="#total_consumption_411326090000_0"/>
-  <has_part rdf:resource="#loss_411326090000_0"/>
-  <has_part rdf:resource="#max_overload_411326090000_0"/>
-  <has_part rdf:resource="#is_in_overload_411326090000_0"/>
-  <has_part rdf:resource="#number_of_overload_411326090000_0"/>
-  <has_part rdf:resource="#energy_share_411326090000_0"/>
-  <has_part rdf:resource="#bus_level_modification_411326090000_0"/>
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-<owl:NamedIndividual rdf:about="#final_situation_411326090000">
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-  <is_about rdf:resource="#powerline_54_58_154"/>
-  <has_part rdf:resource="#rho_411326090000_1"/>
-  <has_part rdf:resource="#total_consumption_411326090000_1"/>
-  <has_part rdf:resource="#loss_411326090000_1"/>
-  <has_part rdf:resource="#energy_share_411326090000_1"/>
-  <has_part rdf:resource="#action_do_nothing_411326090000_1"/>
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-<owl:NamedIndividual rdf:about="#issue_test_pocV4411326090000">
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-  <is_associated_with rdf:resource="#bus_level_modification_411326090000_0"/>
-  <has_measurement rdf:resource="#rho_411326090000_1"/>
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-<owl:NamedIndividual rdf:about="#bus_level_modification_411326090000_0">
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-  <has_part rdf:resource="#action_dict_411326090000_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
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-
-<owl:NamedIndividual rdf:about="#rho_411326090000_1">
-  <rdf:type rdf:resource="#Rho"/>
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-<owl:NamedIndividual rdf:about="#initial_time_411326090000">
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-<owl:NamedIndividual rdf:about="#total_consumption_411326090000_0">
-  <rdf:type rdf:resource="#Total_consumption"/>
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-
-<owl:NamedIndividual rdf:about="#loss_411326090000_0">
-  <rdf:type rdf:resource="#Energy_losses"/>
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-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#max_overload_411326090000_0">
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-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#is_in_overload_411326090000_0">
-  <rdf:type rdf:resource="#Is_in_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54_58_154</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#number_of_overload_411326090000_0">
-  <rdf:type rdf:resource="#Number_of_overloads"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#integer">1</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#energy_share_411326090000_0">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
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-</owl:NamedIndividual>
-
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-<owl:NamedIndividual rdf:about="#final_time_481325661600">
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-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-04 07:25:00</has_value>
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-<owl:NamedIndividual rdf:about="#total_consumption_481325661600_1">
-  <rdf:type rdf:resource="#Total_consumption"/>
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-<owl:NamedIndividual rdf:about="#loss_481325661600_1">
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-<owl:NamedIndividual rdf:about="#energy_share_481325661600_1">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.336839396129193</has_final_value>
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-<owl:NamedIndividual rdf:about="#action_do_nothing_481325661600_1">
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-  <has_part rdf:resource="#action_dict_481325661600_1"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string"></has_final_value>
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-<owl:NamedIndividual rdf:about="#action_dict_481325661600_1">
-  <rdf:type rdf:resource="#Action_dict"/>
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-<owl:NamedIndividual rdf:about="#critical_observation_491325674500">
-  <rdf:type rdf:resource="#Critical_observation"/>
-  <has_part rdf:resource="#initial_situation_491325674500"/>
-  <has_part rdf:resource="#final_situation_491325674500"/>
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-<owl:NamedIndividual rdf:about="#initial_situation_491325674500">
-  <rdf:type rdf:resource="#Initial_situation"/>
-  <has_part rdf:resource="#initial_time_491325674500"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#total_consumption_491325674500_0"/>
-  <has_part rdf:resource="#loss_491325674500_0"/>
-  <has_part rdf:resource="#max_overload_491325674500_0"/>
-  <has_part rdf:resource="#is_in_overload_491325674500_0"/>
-  <has_part rdf:resource="#number_of_overload_491325674500_0"/>
-  <has_part rdf:resource="#energy_share_491325674500_0"/>
-  <has_part rdf:resource="#bus_level_modification_491325674500_0"/>
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-<owl:NamedIndividual rdf:about="#final_situation_491325674500">
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-  <has_part rdf:resource="#final_time_491325674500"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#rho_491325674500_1"/>
-  <has_part rdf:resource="#total_consumption_491325674500_1"/>
-  <has_part rdf:resource="#loss_491325674500_1"/>
-  <has_part rdf:resource="#energy_share_491325674500_1"/>
-  <has_part rdf:resource="#action_do_nothing_491325674500_1"/>
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-<owl:NamedIndividual rdf:about="#issue_test_pocV4491325674500">
-  <rdf:type rdf:resource="#Issue_alert"/>
-  <is_associated_with rdf:resource="#bus_level_modification_491325674500_0"/>
-  <has_measurement rdf:resource="#rho_491325674500_1"/>
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-<owl:NamedIndividual rdf:about="#bus_level_modification_491325674500_0">
-  <rdf:type rdf:resource="#Bus_level_modification"/>
-  <has_part rdf:resource="#action_dict_491325674500_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#rho_491325674500_1">
-  <rdf:type rdf:resource="#Rho"/>
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-<owl:NamedIndividual rdf:about="#initial_time_491325674500">
-  <rdf:type rdf:resource="#Time_stamp"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-04 10:55:00</has_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#total_consumption_491325674500_0">
-  <rdf:type rdf:resource="#Total_consumption"/>
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-
-<owl:NamedIndividual rdf:about="#loss_491325674500_0">
-  <rdf:type rdf:resource="#Energy_losses"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.7324960231781006</has_initial_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#max_overload_491325674500_0">
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-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.0269922018051147</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#is_in_overload_491325674500_0">
-  <rdf:type rdf:resource="#Is_in_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44_48_133</has_initial_value>
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-<owl:NamedIndividual rdf:about="#number_of_overload_491325674500_0">
-  <rdf:type rdf:resource="#Number_of_overloads"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#integer">1</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#energy_share_491325674500_0">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">0.5202283875350088</has_initial_value>
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-<owl:NamedIndividual rdf:about="#action_dict_491325674500_0">
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#final_time_491325674500">
-  <rdf:type rdf:resource="#Time_stamp"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-04 11:00:00</has_value>
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-<owl:NamedIndividual rdf:about="#total_consumption_491325674500_1">
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-<owl:NamedIndividual rdf:about="#loss_491325674500_1">
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-<owl:NamedIndividual rdf:about="#energy_share_491325674500_1">
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-<owl:NamedIndividual rdf:about="#action_do_nothing_491325674500_1">
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-  <has_part rdf:resource="#action_dict_491325674500_1"/>
-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string"></has_final_value>
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-<owl:NamedIndividual rdf:about="#action_dict_491325674500_1">
-  <rdf:type rdf:resource="#Action_dict"/>
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-<owl:NamedIndividual rdf:about="#critical_observation_511325759700">
-  <rdf:type rdf:resource="#Critical_observation"/>
-  <has_part rdf:resource="#initial_situation_511325759700"/>
-  <has_part rdf:resource="#final_situation_511325759700"/>
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-<owl:NamedIndividual rdf:about="#initial_situation_511325759700">
-  <rdf:type rdf:resource="#Initial_situation"/>
-  <has_part rdf:resource="#initial_time_511325759700"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#total_consumption_511325759700_0"/>
-  <has_part rdf:resource="#loss_511325759700_0"/>
-  <has_part rdf:resource="#max_overload_511325759700_0"/>
-  <has_part rdf:resource="#is_in_overload_511325759700_0"/>
-  <has_part rdf:resource="#number_of_overload_511325759700_0"/>
-  <has_part rdf:resource="#energy_share_511325759700_0"/>
-  <has_part rdf:resource="#bus_level_modification_511325759700_0"/>
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-<owl:NamedIndividual rdf:about="#final_situation_511325759700">
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-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#rho_511325759700_1"/>
-  <has_part rdf:resource="#total_consumption_511325759700_1"/>
-  <has_part rdf:resource="#loss_511325759700_1"/>
-  <has_part rdf:resource="#energy_share_511325759700_1"/>
-  <has_part rdf:resource="#action_do_nothing_511325759700_1"/>
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-<owl:NamedIndividual rdf:about="#issue_test_pocV4511325759700">
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-  <is_associated_with rdf:resource="#bus_level_modification_511325759700_0"/>
-  <has_measurement rdf:resource="#rho_511325759700_1"/>
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-<owl:NamedIndividual rdf:about="#bus_level_modification_511325759700_0">
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-  <has_part rdf:resource="#action_dict_511325759700_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
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-<owl:NamedIndividual rdf:about="#rho_511325759700_1">
-  <rdf:type rdf:resource="#Rho"/>
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-<owl:NamedIndividual rdf:about="#initial_time_511325759700">
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-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-05 10:35:00</has_value>
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-<owl:NamedIndividual rdf:about="#total_consumption_511325759700_0">
-  <rdf:type rdf:resource="#Total_consumption"/>
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-<owl:NamedIndividual rdf:about="#loss_511325759700_0">
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-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#max_overload_511325759700_0">
-  <rdf:type rdf:resource="#Max_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.0057731866836548</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#is_in_overload_511325759700_0">
-  <rdf:type rdf:resource="#Is_in_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44_48_133</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#number_of_overload_511325759700_0">
-  <rdf:type rdf:resource="#Number_of_overloads"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#integer">1</has_initial_value>
-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#energy_share_511325759700_0">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#final_time_511325759700">
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-<owl:NamedIndividual rdf:about="#total_consumption_511325759700_1">
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-<owl:NamedIndividual rdf:about="#loss_511325759700_1">
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-<owl:NamedIndividual rdf:about="#energy_share_511325759700_1">
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-<owl:NamedIndividual rdf:about="#action_do_nothing_511325759700_1">
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-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string"></has_final_value>
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-<owl:NamedIndividual rdf:about="#action_dict_511325759700_1">
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-<owl:NamedIndividual rdf:about="#critical_observation_531325763900">
-  <rdf:type rdf:resource="#Critical_observation"/>
-  <has_part rdf:resource="#initial_situation_531325763900"/>
-  <has_part rdf:resource="#final_situation_531325763900"/>
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-<owl:NamedIndividual rdf:about="#initial_situation_531325763900">
-  <rdf:type rdf:resource="#Initial_situation"/>
-  <has_part rdf:resource="#initial_time_531325763900"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#total_consumption_531325763900_0"/>
-  <has_part rdf:resource="#loss_531325763900_0"/>
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-  <has_part rdf:resource="#is_in_overload_531325763900_0"/>
-  <has_part rdf:resource="#number_of_overload_531325763900_0"/>
-  <has_part rdf:resource="#energy_share_531325763900_0"/>
-  <has_part rdf:resource="#bus_level_modification_531325763900_0"/>
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-<owl:NamedIndividual rdf:about="#final_situation_531325763900">
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-  <has_part rdf:resource="#final_time_531325763900"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#rho_531325763900_1"/>
-  <has_part rdf:resource="#total_consumption_531325763900_1"/>
-  <has_part rdf:resource="#loss_531325763900_1"/>
-  <has_part rdf:resource="#energy_share_531325763900_1"/>
-  <has_part rdf:resource="#action_do_nothing_531325763900_1"/>
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-<owl:NamedIndividual rdf:about="#issue_test_pocV4531325763900">
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-  <has_measurement rdf:resource="#rho_531325763900_1"/>
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-<owl:NamedIndividual rdf:about="#bus_level_modification_531325763900_0">
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-  <has_part rdf:resource="#action_dict_531325763900_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
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-<owl:NamedIndividual rdf:about="#rho_531325763900_1">
-  <rdf:type rdf:resource="#Rho"/>
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-<owl:NamedIndividual rdf:about="#initial_time_531325763900">
-  <rdf:type rdf:resource="#Time_stamp"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012-01-05 11:45:00</has_value>
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-<owl:NamedIndividual rdf:about="#total_consumption_531325763900_0">
-  <rdf:type rdf:resource="#Total_consumption"/>
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-<owl:NamedIndividual rdf:about="#loss_531325763900_0">
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-<owl:NamedIndividual rdf:about="#max_overload_531325763900_0">
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-<owl:NamedIndividual rdf:about="#is_in_overload_531325763900_0">
-  <rdf:type rdf:resource="#Is_in_overload"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44_48_133</has_initial_value>
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-<owl:NamedIndividual rdf:about="#number_of_overload_531325763900_0">
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#energy_share_531325763900_0">
-  <rdf:type rdf:resource="#Renewable_energy_share"/>
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-<owl:NamedIndividual rdf:about="#final_time_531325763900">
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-<owl:NamedIndividual rdf:about="#loss_531325763900_1">
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-<owl:NamedIndividual rdf:about="#energy_share_531325763900_1">
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-<owl:NamedIndividual rdf:about="#action_do_nothing_531325763900_1">
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-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string"></has_final_value>
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-<owl:NamedIndividual rdf:about="#action_dict_531325763900_1">
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-<owl:NamedIndividual rdf:about="#critical_observation_571325856300">
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-  <has_part rdf:resource="#initial_situation_571325856300"/>
-  <has_part rdf:resource="#final_situation_571325856300"/>
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-<owl:NamedIndividual rdf:about="#initial_situation_571325856300">
-  <rdf:type rdf:resource="#Initial_situation"/>
-  <has_part rdf:resource="#initial_time_571325856300"/>
-  <is_about rdf:resource="#powerline_44_48_133"/>
-  <has_part rdf:resource="#total_consumption_571325856300_0"/>
-  <has_part rdf:resource="#loss_571325856300_0"/>
-  <has_part rdf:resource="#max_overload_571325856300_0"/>
-  <has_part rdf:resource="#is_in_overload_571325856300_0"/>
-  <has_part rdf:resource="#number_of_overload_571325856300_0"/>
-  <has_part rdf:resource="#energy_share_571325856300_0"/>
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-<owl:NamedIndividual rdf:about="#final_situation_571325856300">
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-  <has_part rdf:resource="#loss_571325856300_1"/>
-  <has_part rdf:resource="#energy_share_571325856300_1"/>
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-  <has_part rdf:resource="#action_dict_571325856300_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set the bus of the following element(s)</has_initial_value>
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-<owl:NamedIndividual rdf:about="#rho_571325856300_1">
-  <rdf:type rdf:resource="#Rho"/>
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-<owl:NamedIndividual rdf:about="#initial_time_571325856300">
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-<owl:NamedIndividual rdf:about="#total_consumption_571325856300_0">
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-<owl:NamedIndividual rdf:about="#loss_571325856300_0">
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-<owl:NamedIndividual rdf:about="#is_in_overload_571325856300_0">
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-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44_48_133</has_initial_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#number_of_overload_571325856300_0">
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-</owl:NamedIndividual>
-
-<owl:NamedIndividual rdf:about="#energy_share_571325856300_0">
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-<owl:NamedIndividual rdf:about="#final_time_651325709600">
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-<owl:NamedIndividual rdf:about="#total_consumption_651325709600_1">
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#loss_651325709600_1">
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-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">2.2846314907073975</has_final_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#energy_share_651325709600_1">
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-<owl:NamedIndividual rdf:about="#action_do_nothing_651325709600_1">
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-  <has_final_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string"></has_final_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#action_dict_651325709600_1">
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#critical_observation_661325709900">
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-  <has_part rdf:resource="#final_situation_661325709900"/>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#initial_situation_661325709900">
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-  <is_about rdf:resource="#powerline_58_59_155"/>
-  <is_about rdf:resource="#powerline_58_60_156"/>
-  <is_about rdf:resource="#powerline_59_60_157"/>
-  <is_about rdf:resource="#powerline_60_61_159"/>
-  <has_part rdf:resource="#total_consumption_661325709900_0"/>
-  <has_part rdf:resource="#loss_661325709900_0"/>
-  <has_part rdf:resource="#max_overload_661325709900_0"/>
-  <has_part rdf:resource="#is_in_overload_661325709900_0"/>
-  <has_part rdf:resource="#number_of_overload_661325709900_0"/>
-  <has_part rdf:resource="#energy_share_661325709900_0"/>
-  <has_part rdf:resource="#action_prod_661325709900_0"/>
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-<owl:NamedIndividual rdf:about="#final_situation_661325709900">
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-  <is_about rdf:resource="#powerline_58_59_155"/>
-  <is_about rdf:resource="#powerline_58_60_156"/>
-  <is_about rdf:resource="#powerline_59_60_157"/>
-  <is_about rdf:resource="#powerline_60_61_159"/>
-  <has_part rdf:resource="#rho_661325709900_1"/>
-  <has_part rdf:resource="#total_consumption_661325709900_1"/>
-  <has_part rdf:resource="#loss_661325709900_1"/>
-  <has_part rdf:resource="#energy_share_661325709900_1"/>
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-<owl:NamedIndividual rdf:about="#issue_test_pocV4661325709900">
-  <rdf:type rdf:resource="#Issue_alert"/>
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-  <has_measurement rdf:resource="#rho_661325709900_1"/>
-  <rdf:type rdf:resource="#Powerline_overload_issue"/>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#action_prod_661325709900_0">
-  <rdf:type rdf:resource="#Redispatching"/>
-  <has_part rdf:resource="#action_dict_661325709900_0"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Redispatch "gen_55_29" of 2.80 MW</has_initial_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#rho_661325709900_1">
-  <rdf:type rdf:resource="#Rho"/>
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-<owl:NamedIndividual rdf:about="#initial_time_661325709900">
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-<owl:NamedIndividual rdf:about="#total_consumption_661325709900_0">
-  <rdf:type rdf:resource="#Total_consumption"/>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#loss_661325709900_0">
-  <rdf:type rdf:resource="#Energy_losses"/>
-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">2.2846314907073975</has_initial_value>
-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#max_overload_661325709900_0">
-  <rdf:type rdf:resource="#Max_overload"/>
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-<owl:NamedIndividual rdf:about="#is_in_overload_661325709900_0">
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-<owl:NamedIndividual rdf:about="#number_of_overload_661325709900_0">
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-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#integer">4</has_initial_value>
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-<owl:NamedIndividual rdf:about="#energy_share_661325709900_0">
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-</owl:NamedIndividual>
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-<owl:NamedIndividual rdf:about="#action_dict_661325709900_0">
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-  <has_initial_value rdf:datatype="http://www.w3.org/2001/XMLSchema#string">{'_set_line_status': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], '_switch_line_status': [False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False], '_set_topo_vect': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 2, 1, 1, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], '_change_bus_vect': [False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False, False], '_redispatch': [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.799999952316284, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], '_storage_power': [], '_curtail': [-1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0], '_raise_alarm': [False, False, False]}</has_initial_value>
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-<owl:NamedIndividual rdf:about="#final_time_661325709900">
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diff --git a/backend/recommendation-service/resources/PowerGrid/ontology/Onto2grid_v1.2.owl b/backend/recommendation-service/resources/PowerGrid/ontology/Onto2grid_v1.2.owl
deleted file mode 100644
index 08b644b8..00000000
--- a/backend/recommendation-service/resources/PowerGrid/ontology/Onto2grid_v1.2.owl
+++ /dev/null
@@ -1,1173 +0,0 @@
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-         xml:base="http://www.semanticweb.org/emna.amdouni/ontologies/2023/0/RTEOntology"
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-<owl:Ontology rdf:about="http://www.semanticweb.org/emna.amdouni/ontologies/2023/0/RTEOntology">
-  <contacts xml:lang="irt-systemx">emna.amdouni</contacts>
-  <contributors>AMDOUNI Emna (IRT-SystemX), MAROT Antoine (RTE), ROZIER Alexandre (RTE), CROCHEPIERRE Laure (RTE)</contributors>
-  <creationDate>27th March 2023</creationDate>
-  <creators>AMDOUNI Emna (IRT-SystemX)</creators>
-  <status>beta</status>
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-<owl:ObjectProperty rdf:about="#is_goal_of"/>
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-<owl:ObjectProperty rdf:about="#has_input">
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-<owl:ObjectProperty rdf:about="#is_input_of"/>
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-<owl:ObjectProperty rdf:about="#has_measurement">
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-<owl:ObjectProperty rdf:about="#is_measurement_of"/>
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-<owl:ObjectProperty rdf:about="#has_measurement_unit">
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-<owl:ObjectProperty rdf:about="#has_value_specification"/>
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-<owl:ObjectProperty rdf:about="#has_output">
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-<owl:ObjectProperty rdf:about="#has_participant"/>
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-<owl:ObjectProperty rdf:about="#has_profile"/>
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-<owl:ObjectProperty rdf:about="#has_quality">
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-<owl:ObjectProperty rdf:about="#is_quality_of"/>
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-<owl:ObjectProperty rdf:about="#has_weights"/>
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-</owl:Class>
-
-<owl:Class rdf:about="#Line_status">
-  <rdfs:subClassOf rdf:resource="#Grid_state"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Powerline"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:comment>Gives the status (connected / disconnected) for every powerline (True at position i means the powerline i is connected)</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Topo_vect">
-  <rdfs:subClassOf rdf:resource="#Grid_state"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:allValuesFrom rdf:resource="#Electrical_grid"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:comment>For each object (load, generator, ends of a powerline) it gives on which bus this object is connected in its substation.</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Event">
-  <rdfs:subClassOf rdf:resource="#Environment"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Base_infrastructure"/>
-
-<owl:Class rdf:about="#Powerline">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_component"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_measurement"/>
-      <owl:someValuesFrom rdf:resource="#Power_flow"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Electrical_grid">
-  <rdfs:subClassOf rdf:resource="#Grid_infrastructure"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid_component"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Environment"/>
-
-<owl:Class rdf:about="#Electrical_grid_component">
-  <rdfs:subClassOf rdf:resource="#Grid_infrastructure"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Power_flow">
-  <rdfs:subClassOf rdf:resource="#Physical_grid_characteristics"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Grid_infrastructure"/>
-
-<owl:Class rdf:about="#Physical_grid_characteristics">
-  <rdfs:subClassOf rdf:resource="#Grid_infrastructure"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Action">
-  <rdfs:subClassOf rdf:resource="#Grid_operations"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_realised_by"/>
-      <owl:someValuesFrom rdf:resource="#Operator"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:comment>Consider the temporal aspects.</rdfs:comment>
-  <rdfs:comment>See:https://grid2op.readthedocs.io/en/latest/action.html#main-action-properties</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Grid_operations"/>
-
-<owl:Class rdf:about="#Operator">
-  <rdfs:subClassOf rdf:resource="#Stakeholders"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_profile"/>
-      <owl:someValuesFrom rdf:resource="#Profile"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_weights"/>
-      <owl:someValuesFrom rdf:resource="#Goal"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#requests"/>
-      <owl:someValuesFrom rdf:resource="#Request_function"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Stakeholders"/>
-
-<owl:Class rdf:about="#Profile">
-  <rdfs:subClassOf rdf:resource="#Stakeholders"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Goal">
-  <rdfs:subClassOf rdf:resource="#Environment"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Request_function">
-  <rdfs:subClassOf rdf:resource="#Environment"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#achives"/>
-      <owl:someValuesFrom rdf:resource="#Goal"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#bearer_of"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Action_battery">
-  <rdfs:subClassOf rdf:resource="#Action"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Action_execution">
-  <rdfs:subClassOf rdf:resource="#Grid_operations"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Action_prod">
-  <rdfs:subClassOf rdf:resource="#Action"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Load"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Load">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_component"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Action_topo">
-  <rdfs:subClassOf rdf:resource="#Action"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom>
-        <owl:Class>
-          <owl:intersectionOf rdf:parseType="Collection">
-            <rdf:Description rdf:about="#Powerline"/>
-            <rdf:Description rdf:about="#Substation"/>
-          </owl:intersectionOf>
-        </owl:Class>
-      </owl:someValuesFrom>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Substation">
-  <owl:equivalentClass>
-    <owl:Class>
-      <owl:unionOf rdf:parseType="Collection">
-        <owl:Class>
-          <owl:intersectionOf rdf:parseType="Collection">
-            <rdf:Description rdf:about="#Generator"/>
-            <rdf:Description rdf:about="#Load"/>
-            <owl:Restriction>
-              <owl:onProperty rdf:resource="#has_part"/>
-              <owl:someValuesFrom rdf:resource="#Powerline"/>
-            </owl:Restriction>
-          </owl:intersectionOf>
-        </owl:Class>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_part"/>
-          <owl:someValuesFrom rdf:resource="#Node"/>
-        </owl:Restriction>
-      </owl:unionOf>
-    </owl:Class>
-  </owl:equivalentClass>
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_component"/>
-  <rdfs:comment>The id of the substation to which the load is connected</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Generator">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_component"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Node">
-  <owl:equivalentClass>
-    <owl:Class>
-      <owl:intersectionOf rdf:parseType="Collection">
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_measurement"/>
-          <owl:someValuesFrom rdf:resource="#Voltage"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_part"/>
-          <owl:someValuesFrom rdf:resource="#Generator"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_part"/>
-          <owl:someValuesFrom rdf:resource="#Load"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_part"/>
-          <owl:someValuesFrom rdf:resource="#Powerline"/>
-        </owl:Restriction>
-      </owl:intersectionOf>
-    </owl:Class>
-  </owl:equivalentClass>
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_component"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Voltage">
-  <rdfs:subClassOf rdf:resource="#Physical_grid_characteristics"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Atypic_observation">
-  <rdfs:subClassOf rdf:resource="#Observation"/>
-  <rdfs:comment>We could call it Abnormal (to be discussed later)</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Available_margins_for_dispatching">
-  <rdfs:subClassOf rdf:resource="#Qualitative_measurement_datum_KPI"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Qualitative_measurement_datum_KPI">
-  <rdfs:subClassOf rdf:resource="#Current_grid_KPI_measurement_datum"/>
-  <rdfs:subClassOf rdf:resource="#Expected_grid_KPI_measurement_datum"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Current_grid_KPI_measurement_datum">
-  <rdfs:subClassOf rdf:resource="#KPI_datum"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Expected_grid_KPI_measurement_datum">
-  <rdfs:subClassOf rdf:resource="#KPI_datum"/>
-</owl:Class>
-
-<owl:Class rdf:about="#KPI_datum">
-  <rdfs:subClassOf rdf:resource="#Base_infrastructure"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Grid_state"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Goal"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:comment>is_extracted from Physical grid measurement</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Bus">
-  <rdfs:subClassOf rdf:resource="#Substation"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Change_bus_vect">
-  <rdfs:subClassOf rdf:resource="#Action_topo"/>
-  <rdfs:subClassOf rdf:resource="#Powerline_overload_past_action"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Powerline_overload_past_action">
-  <owl:equivalentClass>
-    <owl:Class>
-      <owl:intersectionOf rdf:parseType="Collection">
-        <rdf:Description rdf:about="#Past_action"/>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#is_about"/>
-          <owl:someValuesFrom rdf:resource="#Powerline"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#is_associated_with"/>
-          <owl:someValuesFrom rdf:resource="#Powerline_overload_issue"/>
-        </owl:Restriction>
-      </owl:intersectionOf>
-    </owl:Class>
-  </owl:equivalentClass>
-  <rdfs:subClassOf rdf:resource="#Past_action"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:onClass rdf:resource="#Powerline"/>
-      <owl:maxQualifiedCardinality rdf:datatype="http://www.w3.org/2001/XMLSchema#nonNegativeInteger">1</owl:maxQualifiedCardinality>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Powerline_overload_issue">
-  <owl:equivalentClass>
-    <owl:Class>
-      <owl:intersectionOf rdf:parseType="Collection">
-        <rdf:Description rdf:about="#Issue"/>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_measurement"/>
-          <owl:someValuesFrom>
-            <owl:Class>
-              <owl:intersectionOf rdf:parseType="Collection">
-                <rdf:Description rdf:about="#Rho"/>
-                <owl:Restriction>
-                  <owl:onProperty rdf:resource="#has_value"/>
-                  <owl:someValuesFrom>
-                    <rdfs:Datatype>
-                      <owl:onDatatype rdf:resource="http://www.w3.org/2001/XMLSchema#float"/>
-                      <owl:withRestrictions>
-                        <rdf:Description>
-                          <rdf:first>
-                            <rdf:Description>
-                              <xsd:minExclusive rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.0</xsd:minExclusive>
-                            </rdf:Description>
-                          </rdf:first>
-                          <rdf:rest rdf:resource="http://www.w3.org/1999/02/22-rdf-syntax-ns#nil"/>
-                        </rdf:Description>
-                      </owl:withRestrictions>
-                    </rdfs:Datatype>
-                  </owl:someValuesFrom>
-                </owl:Restriction>
-              </owl:intersectionOf>
-            </owl:Class>
-          </owl:someValuesFrom>
-        </owl:Restriction>
-      </owl:intersectionOf>
-    </owl:Class>
-  </owl:equivalentClass>
-  <rdfs:subClassOf rdf:resource="#Issue"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_associated_with"/>
-      <owl:someValuesFrom rdf:resource="#Powerline_overload_past_action"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Past_action">
-  <rdfs:subClassOf rdf:resource="#Action"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Rho">
-  <rdfs:subClassOf rdf:resource="#Grid_state"/>
-  <rdfs:comment>The capacity of each powerline. It is defined at the observed current flow divided by the thermal limit of each powerline (no unit).</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Issue">
-  <rdfs:subClassOf rdf:resource="#Environment"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Comfort">
-  <rdfs:subClassOf rdf:resource="#Goal"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Operator"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Context">
-  <owl:equivalentClass>
-    <owl:Class>
-      <owl:intersectionOf rdf:parseType="Collection">
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_part"/>
-          <owl:someValuesFrom rdf:resource="#Observation"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_part"/>
-          <owl:someValuesFrom rdf:resource="#Similar_situation"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#is_about"/>
-          <owl:someValuesFrom rdf:resource="#Issue"/>
-        </owl:Restriction>
-      </owl:intersectionOf>
-    </owl:Class>
-  </owl:equivalentClass>
-  <rdfs:subClassOf rdf:resource="#Environment"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Similar_situation">
-  <rdfs:subClassOf rdf:resource="#Situation"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Situation">
-  <rdfs:subClassOf rdf:resource="#Observation"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Critical_observation">
-  <rdfs:subClassOf rdf:resource="#Observation"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Current_action">
-  <rdfs:subClassOf rdf:resource="#Action"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Datum_KPI_calcul">
-  <rdfs:subClassOf rdf:resource="#Action_execution"/>
-  <rdfs:subClassOf>
-    <owl:Class>
-      <owl:intersectionOf rdf:parseType="Collection">
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_input"/>
-          <owl:someValuesFrom rdf:resource="#Initial_situation"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_output"/>
-          <owl:someValuesFrom rdf:resource="#Final_situation"/>
-        </owl:Restriction>
-      </owl:intersectionOf>
-    </owl:Class>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Initial_situation">
-  <rdfs:subClassOf rdf:resource="#Situation"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Final_situation">
-  <rdfs:subClassOf rdf:resource="#Situation"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Decrease_energy_losses_objective">
-  <rdfs:subClassOf rdf:resource="#Increase_grid_optimisation_objective"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Increase_grid_optimisation_objective">
-  <rdfs:subClassOf rdf:resource="#Objective"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Objective">
-  <rdfs:subClassOf rdf:resource="#Environment"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Decrease_nb_actions_objective">
-  <rdfs:subClassOf rdf:resource="#Increase_operator_confort_objective"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Increase_operator_confort_objective">
-  <rdfs:subClassOf rdf:resource="#Objective"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Decrease_nb_overloads">
-  <rdfs:subClassOf rdf:resource="#Make_grid_safe_objective"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Make_grid_safe_objective">
-  <rdfs:subClassOf rdf:resource="#Objective"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Decreasing_losses">
-  <rdfs:subClassOf rdf:resource="#Request_function"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Decreasing_nb_actions">
-  <rdfs:subClassOf rdf:resource="#Request_function"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Decreasing_nb_overloads">
-  <rdfs:subClassOf rdf:resource="#Request_function"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Decreasing_operator_workload">
-  <rdfs:subClassOf rdf:resource="#Request_function"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Distance_from_reference_topology">
-  <rdfs:subClassOf rdf:resource="#Expected_grid_KPI_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid_topology"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Comfort"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Electrical_grid_topology">
-  <rdfs:subClassOf rdf:resource="#Grid_infrastructure"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Electrical_grid_area">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom>
-        <owl:Class>
-          <owl:intersectionOf rdf:parseType="Collection">
-            <rdf:Description rdf:about="#Powerline"/>
-            <rdf:Description rdf:about="#Substation"/>
-          </owl:intersectionOf>
-        </owl:Class>
-      </owl:someValuesFrom>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Electrical_grid_system">
-  <rdfs:subClassOf rdf:resource="#Grid_infrastructure"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid_area"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Energy_losses">
-  <rdfs:subClassOf rdf:resource="#Expected_grid_KPI_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Optimisation"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Optimisation">
-  <rdfs:subClassOf rdf:resource="#Goal"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Explanation">
-  <rdfs:subClassOf rdf:resource="#Grid_operations"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Forecast">
-  <rdfs:subClassOf rdf:resource="#Grid_state"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Gen_p">
-  <rdfs:subClassOf rdf:resource="#Grid_state"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Gen_q">
-  <rdfs:subClassOf rdf:resource="#Grid_state"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Gen_v">
-  <rdfs:subClassOf rdf:resource="#Grid_state"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Grid_region">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom>
-        <owl:Class>
-          <owl:intersectionOf rdf:parseType="Collection">
-            <rdf:Description rdf:about="#Powerline"/>
-            <rdf:Description rdf:about="#Substation"/>
-          </owl:intersectionOf>
-        </owl:Class>
-      </owl:someValuesFrom>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Human">
-  <rdfs:subClassOf rdf:resource="#Operator"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Hydro_generator">
-  <rdfs:subClassOf rdf:resource="#Generator"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Junior_profile">
-  <rdfs:subClassOf rdf:resource="#Profile"/>
-</owl:Class>
-
-<owl:Class rdf:about="#List_of_actions">
-  <rdfs:subClassOf rdf:resource="#Grid_operations"/>
-</owl:Class>
-
-<owl:Class rdf:about="#List_recommanded_actions">
-  <rdfs:subClassOf rdf:resource="#List_of_actions"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Load_p">
-  <rdfs:subClassOf rdf:resource="#Grid_state"/>
-  <rdfs:comment>The active load value of each consumption (expressed in MW).</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Load_q">
-  <rdfs:subClassOf rdf:resource="#Grid_state"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Load_v">
-  <rdfs:subClassOf rdf:resource="#Grid_state"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Loss_of_line">
-  <rdfs:subClassOf rdf:resource="#Event"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Machine">
-  <rdfs:subClassOf rdf:resource="#Operator"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Maintenance">
-  <rdfs:subClassOf rdf:resource="#Event"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Measurement">
-  <rdfs:subClassOf rdf:resource="#Grid_state"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Normal_observation">
-  <rdfs:subClassOf rdf:resource="#Observation"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Normal_powerline">
-  <rdfs:subClassOf rdf:resource="#Powerline"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Nuclear_generator">
-  <rdfs:subClassOf rdf:resource="#Generator"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Number_of_actions">
-  <rdfs:subClassOf rdf:resource="#Expected_grid_KPI_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Action"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Comfort"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Number_of_available_assets">
-  <rdfs:subClassOf rdf:resource="#Expected_grid_KPI_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Comfort"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Number_of_available_flexibilities">
-  <rdfs:subClassOf rdf:resource="#Expected_grid_KPI_measurement_datum"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Optimisation"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Number_of_overloads">
-  <rdfs:subClassOf rdf:resource="#Quantitative_measurement_datum_KPI"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Quantitative_measurement_datum_KPI">
-  <rdfs:subClassOf rdf:resource="#Current_grid_KPI_measurement_datum"/>
-  <rdfs:subClassOf rdf:resource="#Expected_grid_KPI_measurement_datum"/>
-</owl:Class>
-
-<owl:Class rdf:about="#P_or">
-  <rdfs:subClassOf rdf:resource="#Grid_state"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Powerline_connection">
-  <rdfs:subClassOf rdf:resource="#Powerline_current_action"/>
-  <rdfs:subClassOf rdf:resource="#Powerline_overload_past_action"/>
-  <rdfs:subClassOf rdf:resource="#Powerline_recommanded_action"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Powerline_current_action">
-  <owl:equivalentClass>
-    <owl:Class>
-      <owl:intersectionOf rdf:parseType="Collection">
-        <rdf:Description rdf:about="#Current_action"/>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#is_associated_with"/>
-          <owl:someValuesFrom rdf:resource="#Powerline_overload_issue"/>
-        </owl:Restriction>
-      </owl:intersectionOf>
-    </owl:Class>
-  </owl:equivalentClass>
-  <rdfs:subClassOf rdf:resource="#Current_action"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Powerline_recommanded_action">
-  <owl:equivalentClass>
-    <owl:Class>
-      <owl:intersectionOf rdf:parseType="Collection">
-        <rdf:Description rdf:about="#Recommanded_action"/>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#is_about"/>
-          <owl:someValuesFrom rdf:resource="#Powerline"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#is_associated_with"/>
-          <owl:someValuesFrom rdf:resource="#Powerline_overload_issue"/>
-        </owl:Restriction>
-      </owl:intersectionOf>
-    </owl:Class>
-  </owl:equivalentClass>
-  <rdfs:subClassOf rdf:resource="#Recommanded_action"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Recommanded_action">
-  <rdfs:subClassOf rdf:resource="#Action"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Powerline_disconnection">
-  <rdfs:subClassOf rdf:resource="#Powerline_current_action"/>
-  <rdfs:subClassOf rdf:resource="#Powerline_overload_past_action"/>
-  <rdfs:subClassOf rdf:resource="#Powerline_recommanded_action"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Q_or">
-  <rdfs:subClassOf rdf:resource="#Grid_state"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Ranked_list_recommanded_actions">
-  <rdfs:subClassOf rdf:resource="#List_recommanded_actions"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom rdf:resource="#Recommanded_action"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-  <rdfs:comment>add ranking function (how much does it answer to a specific goal).</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Recommandation_data">
-  <owl:equivalentClass>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_part"/>
-      <owl:someValuesFrom>
-        <owl:Class>
-          <owl:intersectionOf rdf:parseType="Collection">
-            <rdf:Description rdf:about="#Explanation"/>
-            <rdf:Description rdf:about="#Recommanded_action"/>
-            <rdf:Description rdf:about="#Similar_situation"/>
-          </owl:intersectionOf>
-        </owl:Class>
-      </owl:someValuesFrom>
-    </owl:Restriction>
-  </owl:equivalentClass>
-  <rdfs:subClassOf rdf:resource="#Grid_operations"/>
-  <rdfs:comment>The process should satisfy the goal</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Recommandation_process">
-  <owl:equivalentClass>
-    <owl:Class>
-      <owl:intersectionOf rdf:parseType="Collection">
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_input"/>
-          <owl:someValuesFrom rdf:resource="#Grid_state"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_output"/>
-          <owl:someValuesFrom rdf:resource="#Recommandation_data"/>
-        </owl:Restriction>
-        <owl:Restriction>
-          <owl:onProperty rdf:resource="#has_part"/>
-          <owl:someValuesFrom rdf:resource="#Request_function"/>
-        </owl:Restriction>
-      </owl:intersectionOf>
-    </owl:Class>
-  </owl:equivalentClass>
-  <rdfs:subClassOf rdf:resource="#Grid_operations"/>
-  <rdfs:comment>Antoine: consider mapping this calss with the notion of issue and alarm. The agent receives an alarm. Task is a problem to be resolved by an agent and associated with a notification.</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Remedial_action">
-  <rdfs:subClassOf rdf:resource="#Action"/>
-  <rdfs:comment>is an action that resolves a specific issue. 
--&gt; create an axiom</rdfs:comment>
-</owl:Class>
-
-<owl:Class rdf:about="#Renewable_energy_share">
-  <rdfs:subClassOf rdf:resource="#Expected_grid_KPI_measurement_datum"/>
-  <rdfs:subClassOf rdf:resource="#Quantitative_measurement_datum_KPI"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_quality_measurement_of"/>
-      <owl:someValuesFrom rdf:resource="#Comfort"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Safety">
-  <rdfs:subClassOf rdf:resource="#Goal"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#is_about"/>
-      <owl:someValuesFrom rdf:resource="#Electrical_grid"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Scalar_value_specification">
-  <rdfs:subClassOf rdf:resource="#Base_infrastructure"/>
-  <rdfs:subClassOf>
-    <owl:Restriction>
-      <owl:onProperty rdf:resource="#has_measurement_unit"/>
-      <owl:someValuesFrom rdf:resource="#Unit"/>
-    </owl:Restriction>
-  </rdfs:subClassOf>
-</owl:Class>
-
-<owl:Class rdf:about="#Unit">
-  <rdfs:subClassOf rdf:resource="#Base_infrastructure"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Senior_profile">
-  <rdfs:subClassOf rdf:resource="#Profile"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Set_line_status">
-  <rdfs:subClassOf rdf:resource="#Action_topo"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Set_topo_vect">
-  <rdfs:subClassOf rdf:resource="#Action_topo"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Solar_generator">
-  <rdfs:subClassOf rdf:resource="#Generator"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Storage">
-  <rdfs:subClassOf rdf:resource="#Electrical_grid_component"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Switch_line_status">
-  <rdfs:subClassOf rdf:resource="#Action_topo"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Thermal_generator">
-  <rdfs:subClassOf rdf:resource="#Generator"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Transformer">
-  <rdfs:subClassOf rdf:resource="#Powerline"/>
-</owl:Class>
-
-<owl:Class rdf:about="#V_or">
-  <rdfs:subClassOf rdf:resource="#Grid_state"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Value">
-  <rdfs:subClassOf rdf:resource="#Base_infrastructure"/>
-</owl:Class>
-
-<owl:Class rdf:about="#Wind_generator">
-  <rdfs:subClassOf rdf:resource="#Generator"/>
-</owl:Class>
-
-<Electrical_grid rdf:about="#electrical_grid">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-  <has_part rdf:resource="#line_54_55_145"/>
-  <has_part rdf:resource="#line_54_58_154"/>
-  <has_part rdf:resource="#line_58_60_156"/>
-</Electrical_grid>
-
-<Powerline rdf:about="#line_54_55_145">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-</Powerline>
-
-<Powerline rdf:about="#line_54_58_154">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-</Powerline>
-
-<Powerline rdf:about="#line_58_60_156">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-</Powerline>
-
-<Issue rdf:about="#issue_115">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-  <has_measurement rdf:resource="#rho_115"/>
-  <is_associated_with rdf:resource="#set_bus"/>
-  <rdf:type rdf:resource="#Powerline_overload_issue"/>
-</Issue>
-
-<Rho rdf:about="#rho_115">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-  <is_about rdf:resource="#line_54_55_145"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.01</has_value>
-</Rho>
-
-<Change_bus_vect rdf:about="#set_bus">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-  <is_associated_with rdf:resource="#issue_115"/>
-  <is_associated_with rdf:resource="#issue_120"/>
-  <is_associated_with rdf:resource="#issue_89"/>
-  <is_associated_with rdf:resource="#issue_751"/>
-  <is_associated_with rdf:resource="#issue_175"/>
-</Change_bus_vect>
-
-<Issue rdf:about="#issue_120">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-  <has_measurement rdf:resource="#rho_120"/>
-  <is_associated_with rdf:resource="#set_bus"/>
-  <rdf:type rdf:resource="#Powerline_overload_issue"/>
-</Issue>
-
-<Issue rdf:about="#issue_89">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-  <has_measurement rdf:resource="#rho_751"/>
-  <is_associated_with rdf:resource="#set_bus"/>
-  <rdf:type rdf:resource="#Powerline_overload_issue"/>
-</Issue>
-
-<Issue rdf:about="#issue_751">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-  <has_measurement rdf:resource="#rho_751"/>
-  <is_associated_with rdf:resource="#set_bus"/>
-  <rdf:type rdf:resource="#Powerline_overload_issue"/>
-</Issue>
-
-<Issue rdf:about="#issue_175">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-  <has_measurement rdf:resource="#rho_175"/>
-  <is_associated_with rdf:resource="#set_bus"/>
-  <rdf:type rdf:resource="#Powerline_overload_issue"/>
-</Issue>
-
-<Rho rdf:about="#rho_120">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-  <is_about rdf:resource="#line_58_60_156"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.01</has_value>
-</Rho>
-
-<Rho rdf:about="#rho_751">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-  <is_about rdf:resource="#line_54_58_154"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.006</has_value>
-</Rho>
-
-<Rho rdf:about="#rho_175">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-  <is_about rdf:resource="#line_54_55_145"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.05</has_value>
-</Rho>
-
-<Rho rdf:about="#rho_89">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-  <is_about rdf:resource="#line_54_58_154"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.008</has_value>
-</Rho>
-
-<Issue rdf:about="#1">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-  <has_measurement rdf:resource="#rho_test"/>
-  <rdf:type rdf:resource="#Powerline_overload_issue"/>
-</Issue>
-
-<Rho rdf:about="#rho_test">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-  <is_about rdf:resource="#544"/>
-  <has_value rdf:datatype="http://www.w3.org/2001/XMLSchema#float">1.5</has_value>
-</Rho>
-
-<Powerline rdf:about="#544">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-</Powerline>
-
-<Change_bus_vect rdf:about="#set_bus_test">
-  <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#NamedIndividual"/>
-</Change_bus_vect>
-
-
-</rdf:RDF>

From 472cb79d4828fd1d2c0a8cc7968bb13958f03a06 Mon Sep 17 00:00:00 2001
From: Abderrahman AIT SAID <abderrahman.ait-said@irt-systemx.fr>
Date: Thu, 6 Aug 2026 11:52:47 +0200
Subject: [PATCH 4/5] Support local-dev deployment for PowerGrid
 recommendations

Reach host-run companion services (expert agent :5123, simulator :5122)
from the containers via host.docker.internal:

- cabrecommendation & frontend: add host.docker.internal host-gateway mapping
- frontend nginx /powergrid-simu/ upstream is now env-driven
  (POWERGRID_SIMU_UPSTREAM), substituted at startup in start-webui.sh, so one
  config serves local/LAN/k8s
- docker-compose.sh + .env.example/.secrets.example: document the local/server/
  public modes for RL_AGENT_API_URL/TOKEN and POWERGRID_SIMU_UPSTREAM
- README: .secrets-based env setup and expert agent (T2.1_deep_expert) install
---
 README.md                                     | 77 ++++++++++++++++---
 config/dev/cab-standalone/.env.example        | 21 +++--
 config/dev/cab-standalone/.secrets.example    | 30 +++++++-
 config/dev/cab-standalone/docker-compose.sh   |  1 +
 config/dev/cab-standalone/docker-compose.yml  | 10 +++
 .../cab-standalone/nginx-cors-permissive.conf |  5 +-
 frontend/start-webui.sh                       |  7 ++
 7 files changed, 131 insertions(+), 20 deletions(-)

diff --git a/README.md b/README.md
index ff525969..4f9394b1 100644
--- a/README.md
+++ b/README.md
@@ -68,20 +68,40 @@ Below are the steps to start all services. For other methods, please consult the
 
 ### Running All Services (Dev Mode)
 
-1. **Set-up environement variables**
-   
+1. **Set-up environment variables**
 
-`VITE_POWERGRID_SIMU`, `VITE_RAILWAY_SIMU` , `VITE_ATM_SIMU` are the simulators' endpoints.
-Put for each UC the corresponding IP address.
-
-Examples: 
+Configuration is read from a gitignored `.secrets` file that `docker-compose.sh` sources.
+Copy the template and fill in your values:
 
 ```sh
-export VITE_POWERGRID_SIMU=http://[Service url]:[Service port]
-export VITE_RAILWAY_SIMU=http://[Service url]:[Service port]
-export VITE_ATM_SIMU=http://[Service url]:[Service port]
+cd config/dev/cab-standalone
+cp .secrets.example .secrets
+# then edit .secrets
 ```
-> **_NOTE:_** For this step, you should already have a running simulator. If not, you can use the simulator we provided as an example. For this, please follow the tutorial provided in InteractiveAI/usecases_examples/PowerGrid/ then set the VITE_POWERGRID_SIMU variable to http://YOUR_SERVER_ADDRESS:5100/
+
+Key variables (see `.secrets.example` for all options and per-environment values):
+
+- `VITE_POWERGRID_SIMU` — the frontend's simulator endpoint. Use the same-origin proxy
+  value `/powergrid-simu` (avoids CORS); set it to `false` to disable the PowerGrid UI.
+  `VITE_RAILWAY_SIMU` / `VITE_ATM_SIMU` are the equivalents for the other use cases.
+- `POWERGRID_SIMU_UPSTREAM` — where nginx actually forwards `/powergrid-simu/`. This is the
+  only value that changes per environment:
+  - Local dev : `http://host.docker.internal:5122/` (simulator container on the host)
+  - LAN       : `http://192.168.208.61:5100/`
+  - Public/k8s: handled by `nginx-kubernetes.conf` via the helm chart (not this variable)
+- `RL_AGENT_API_URL` / `RL_AGENT_API_TOKEN` — the deep expert agent that powers PowerGrid
+  recommendations (see [The PowerGrid expert agent API](#the-powergrid-expert-agent-api) below to
+  install it). A token is required in every mode:
+  - Local dev : `http://host.docker.internal:5123/api/v1/recommendation` (agent on the host)
+  - Server    : `http://192.168.208.61:5000/api/v1/recommendation`
+  - Public    : `https://interactiveagent.passerelle.irt-systemx.fr/api/v1/recommendation`
+
+> **_NOTE:_** `host.docker.internal` lets the containers reach services (simulator, expert agent)
+> running on the host — this is how local dev connects to them. Make sure those host services
+> listen on `0.0.0.0` (not only `127.0.0.1`) so the containers can reach them.
+>
+> **_NOTE:_** For the simulator itself, you can use the example we provide — follow the tutorial
+> in [InteractiveAI/usecases_examples/PowerGrid/](/usecases_examples/PowerGrid/README.md).
 >
 > 
 2. **Run InteractiveAI assistant**
@@ -129,6 +149,38 @@ your-chromium-browser --disable-web-security --user-data-dir="[some directory he
 
 > **_NOTE:_** If you encounter any issues, please refer to our [troubleshooting guide](docs/troubleshooting.md).
 
+### The PowerGrid expert agent API
+
+PowerGrid recommendations are produced by a separate service — the **deep expert agent**. The
+`cab_recommendation` service calls it at `RL_AGENT_API_URL`, so it must be running (and reachable)
+for recommendations to appear in InteractiveAI.
+
+1. Clone the agent repository and check out the API branch:
+
+```sh
+git clone https://github.com/ainetus/T2.1_deep_expert.git
+cd T2.1_deep_expert
+git checkout feat/api-auth-compose
+```
+
+2. Start it by following that repository's README (the `feat/api-auth-compose` branch ships a
+   Docker Compose and adds token authentication). For local development:
+   - expose it on port **5123**, and
+   - make it listen on `0.0.0.0` (not only `127.0.0.1`) so the InteractiveAI containers can reach
+     it through `host.docker.internal`.
+
+3. Point InteractiveAI at it in `config/dev/cab-standalone/.secrets`, with a token that matches
+   the one the agent expects:
+
+```sh
+export RL_AGENT_API_URL=http://host.docker.internal:5123/api/v1/recommendation
+export RL_AGENT_API_TOKEN=<token configured in the expert agent>
+```
+
+Then (re)run `./docker-compose.sh` so `cab_recommendation` picks up the values. For the LAN and
+public deployments, use the corresponding `RL_AGENT_API_URL` from step 1 of
+[Running All Services](#running-all-services-dev-mode) instead.
+
 ### Default ports
 
 This project is based on a microservice architecture. Every service run on a specific port. Some of the default ports are as fellow:
@@ -138,6 +190,11 @@ This project is based on a microservice architecture. Every service run on a spe
 * Historic Service: 5200
 * Keycloak: 89
 
+Companion services for the PowerGrid use case run on the host (local dev) and are reached by the
+containers via `host.docker.internal`:
+* PowerGrid simulator (provided example): 5122
+* PowerGrid expert agent API: 5123
+
 ### Authentication data
 
 For a development environment, the system uses predefined initial data for Keycloak setup.
diff --git a/config/dev/cab-standalone/.env.example b/config/dev/cab-standalone/.env.example
index 42f109e9..04b75ccb 100644
--- a/config/dev/cab-standalone/.env.example
+++ b/config/dev/cab-standalone/.env.example
@@ -5,11 +5,22 @@ CONFIG_PATH=./
 SPRING_PROFILES_ACTIVE=docker
 HOST_IP=172.17.0.1
 
-# RL agent API for PowerGrid recommendations
-# Local Docker: use the direct internal IP (no token needed)
-# OVH/CI:       use the HTTPS company proxy URL with RL_AGENT_API_TOKEN set
-RL_AGENT_API_URL=http://frontend:80/rl-api/recommendation
-RL_AGENT_API_TOKEN=
+# RL agent API (T2.1_deep_expert) for PowerGrid recommendations.
+# Normally set via .secrets (see .secrets.example) — these are only fallbacks.
+# The RL agent requires RL_AGENT_API_TOKEN in every mode.
+#   Local dev : http://host.docker.internal:5123/api/v1/recommendation   (RL agent on the host)
+#   Server    : http://192.168.208.61:5000/api/v1/recommendation         (LAN)
+#   Public    : https://interactiveagent.passerelle.irt-systemx.fr/api/v1/recommendation
+RL_AGENT_API_URL=http://host.docker.internal:5123/api/v1/recommendation
+RL_AGENT_API_TOKEN=619e707da0981a48d9982019d996f98e20bdd885eab8b20ae05b4ef0f2e95097
+
+# PowerGrid simulator upstream for the frontend's /powergrid-simu/ nginx proxy.
+# The frontend keeps VITE_POWERGRID_SIMU=/powergrid-simu (same-origin, no CORS);
+# only this upstream changes per environment:
+#   Local dev : http://host.docker.internal:5122/   (simulator container on the host)
+#   LAN       : http://192.168.208.61:5100/
+# (Public/k8s uses nginx-kubernetes.conf via the helm chart, not this variable.)
+POWERGRID_SIMU_UPSTREAM=http://host.docker.internal:5122/
 
 # VITE build-time variables (also required in frontend/env/.env.local for local dev)
 VITE_POWERGRID_SIMU=false
diff --git a/config/dev/cab-standalone/.secrets.example b/config/dev/cab-standalone/.secrets.example
index 561d610f..2b2d2668 100644
--- a/config/dev/cab-standalone/.secrets.example
+++ b/config/dev/cab-standalone/.secrets.example
@@ -1,6 +1,28 @@
 # Copy to .secrets and fill in your values — this file is gitignored
-# Local Docker: set RL_AGENT_API_URL to the direct internal IP (e.g. http://192.168.x.x:5000/api/v1/recommendation)
-# OVH/CI:       use the HTTPS URL and set the token
-export RL_AGENT_API_URL=http://frontend:80/rl-api/recommendation
-export RL_AGENT_API_TOKEN=
+#
+# RL agent (T2.1_deep_expert) — pick ONE RL_AGENT_API_URL for your environment:
+#   Local dev : RL agent running on THIS host on port 5123, reached via host.docker.internal
+#               (cab_recommendation has the host-gateway mapping)
+#   Server    : RL agent on the LAN host
+#   Public    : RL agent behind the company HTTPS proxy
+# The RL agent (T2.1_deep_expert) requires RL_AGENT_API_TOKEN in every mode.
+
+# --- Local dev (default) ---
+export RL_AGENT_API_URL=http://host.docker.internal:5123/api/v1/recommendation
+export RL_AGENT_API_TOKEN=<your-token>
+
+# --- Server (LAN) ---
+# export RL_AGENT_API_URL=http://192.168.208.61:5000/api/v1/recommendation
+# export RL_AGENT_API_TOKEN=<your-token>
+
+# --- Public (HTTPS) ---
+# export RL_AGENT_API_URL=https://interactiveagent.passerelle.irt-systemx.fr/api/v1/recommendation
+# export RL_AGENT_API_TOKEN=<your-token>
+
+export VITE_POWERGRID_SIMU=/powergrid-simu
 export VITE_COGNITIVE_TOKEN=
+
+# PowerGrid simulator upstream for the frontend's /powergrid-simu/ proxy.
+#   Local dev : http://host.docker.internal:5122/   (default)
+#   LAN       : http://192.168.208.61:5100/
+export POWERGRID_SIMU_UPSTREAM=http://host.docker.internal:5122/
diff --git a/config/dev/cab-standalone/docker-compose.sh b/config/dev/cab-standalone/docker-compose.sh
index 6bda7543..6bb0ef20 100755
--- a/config/dev/cab-standalone/docker-compose.sh
+++ b/config/dev/cab-standalone/docker-compose.sh
@@ -51,6 +51,7 @@ fi
 echo "RL_AGENT_API_URL=${RL_AGENT_API_URL:-https://interactiveagent.passerelle.irt-systemx.fr/api/v1/recommendation}" >> .env
 echo "RL_AGENT_API_TOKEN=${RL_AGENT_API_TOKEN:-}" >> .env
 echo "VITE_POWERGRID_SIMU=${VITE_POWERGRID_SIMU:-/powergrid-simu}" >> .env
+echo "POWERGRID_SIMU_UPSTREAM=${POWERGRID_SIMU_UPSTREAM:-http://host.docker.internal:5122/}" >> .env
 echo "VITE_COGNITIVE_TOKEN=${VITE_COGNITIVE_TOKEN:-}" >> .env
 
 cat .env
diff --git a/config/dev/cab-standalone/docker-compose.yml b/config/dev/cab-standalone/docker-compose.yml
index 83efc64d..a3137056 100644
--- a/config/dev/cab-standalone/docker-compose.yml
+++ b/config/dev/cab-standalone/docker-compose.yml
@@ -140,10 +140,16 @@ services:
         VITE_RAILWAY_SIMU: ${VITE_RAILWAY_SIMU}
         VITE_COGNITIVE_TOKEN: ${VITE_COGNITIVE_TOKEN}
     restart: unless-stopped
+    # Lets nginx proxy /powergrid-simu/ to a simulator running on the host (local dev).
+    extra_hosts:
+      - "host.docker.internal:host-gateway"
     environment:
       - VITE_POWERGRID_SIMU=${VITE_POWERGRID_SIMU}
       - VITE_ATM_SIMU=${VITE_ATM_SIMU}
       - VITE_RAILWAY_SIMU=${VITE_RAILWAY_SIMU}
+      # PowerGrid simulator upstream for the /powergrid-simu/ nginx proxy:
+      #   local -> http://host.docker.internal:5122/   LAN -> http://192.168.208.61:5100/
+      - POWERGRID_SIMU_UPSTREAM=${POWERGRID_SIMU_UPSTREAM}
     volumes:
       - './ui-config:/usr/share/nginx/html/opfab'
       - './nginx-cors-permissive.conf:/etc/nginx/conf.d/default.conf'
@@ -165,6 +171,10 @@ services:
       context: ../../../backend
       dockerfile: Recommendation-Service-Dockerfile
     restart: unless-stopped
+    # Lets the service reach an RL agent running on the host (local dev),
+    # e.g. RL_AGENT_API_URL=http://host.docker.internal:5123/api/v1/recommendation
+    extra_hosts:
+      - "host.docker.internal:host-gateway"
     environment:
       - GATEWAY_SERVICE=http://frontend:80
       - DATABASE_URL=postgresql://postgres:postgres@db_postgres_recommendation:5432/cab-recommendation
diff --git a/config/dev/cab-standalone/nginx-cors-permissive.conf b/config/dev/cab-standalone/nginx-cors-permissive.conf
index d7b19b5f..24577d55 100644
--- a/config/dev/cab-standalone/nginx-cors-permissive.conf
+++ b/config/dev/cab-standalone/nginx-cors-permissive.conf
@@ -342,10 +342,13 @@ server {
         proxy_set_header X-Forwarded-For $remote_addr;
     }
 
+    # PowerGrid simulator "apply action" proxy. The upstream is environment-specific
+    # and injected at container start from $POWERGRID_SIMU_UPSTREAM (see start-webui.sh):
+    #   local -> http://host.docker.internal:5122/   LAN -> http://192.168.208.61:5100/
     location /powergrid-simu/ {
         proxy_set_header Host $http_host;
         proxy_set_header X-Forwarded-For $remote_addr;
-        proxy_pass http://192.168.208.61:5100/;
+        proxy_pass __POWERGRID_SIMU_UPSTREAM__;
     }
 
     location /cognitive-api/ {
diff --git a/frontend/start-webui.sh b/frontend/start-webui.sh
index 3f5615e9..c906e6b7 100755
--- a/frontend/start-webui.sh
+++ b/frontend/start-webui.sh
@@ -52,6 +52,13 @@ sed -i "s/$(echo $nginx_conf_path_default | sed 's/\//\\\//g')\/conf\.d/$(echo $
 echo "The conf.d path in the personal nginx.conf file:"
 grep "conf.d" $nginx_conf_path_personal/nginx.conf
 
+# PowerGrid simulator upstream — environment-specific, injected here so one nginx
+# config serves every environment. Defaults to the local-dev host container.
+# No-op for configs that don't contain the placeholder (e.g. kubernetes).
+powergrid_simu_upstream="${POWERGRID_SIMU_UPSTREAM:-http://host.docker.internal:5122/}"
+echo "PowerGrid simulator upstream: $powergrid_simu_upstream"
+sed -i "s#__POWERGRID_SIMU_UPSTREAM__#${powergrid_simu_upstream}#g" $defaultconf_personal
+
 /usr/sbin/crond
 
 nginx -c /personal-conf/nginx.conf -g "daemon off;"

From 4cb11186efbc3604e66c861a02513e2bc26c3a84 Mon Sep 17 00:00:00 2001
From: Abderrahman AIT SAID <abderrahman.ait-said@irt-systemx.fr>
Date: Thu, 6 Aug 2026 12:19:28 +0200
Subject: [PATCH 5/5] chore: bump version to 1.3.6

---
 deploy-chart/values.ovh.yaml | 12 ++++++------
 frontend/package-lock.json   |  4 ++--
 frontend/package.json        |  2 +-
 3 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/deploy-chart/values.ovh.yaml b/deploy-chart/values.ovh.yaml
index 33dafdad..e6dc00cd 100644
--- a/deploy-chart/values.ovh.yaml
+++ b/deploy-chart/values.ovh.yaml
@@ -2,25 +2,25 @@ cabcontext:
   image:
     repository: harbor.irtsysx.fr/docker-proxy-cache/irtsystemx/interactiveai-cab-context
     pullPolicy: Always
-    tag: "1.3.5"
+    tag: "1.3.6"
 
 cabevent:
   image:
     repository: harbor.irtsysx.fr/docker-proxy-cache/irtsystemx/interactiveai-cab-event
     pullPolicy: Always
-    tag: "1.3.5"
+    tag: "1.3.6"
 
 cabhistoric:
   image:
     repository: harbor.irtsysx.fr/docker-proxy-cache/irtsystemx/interactiveai-cab-historic
     pullPolicy: Always
-    tag: "1.3.5"
+    tag: "1.3.6"
 
 cabrecommendation:
   image:
     repository: harbor.irtsysx.fr/docker-proxy-cache/irtsystemx/interactiveai-cab-recommendation
     pullPolicy: Always
-    tag: "1.3.5"
+    tag: "1.3.6"
   extraEnv:
     - name: RL_AGENT_API_URL
       value: "https://interactiveagent.passerelle.irt-systemx.fr/api/v1/recommendation"
@@ -34,10 +34,10 @@ cabcapitalization:
   image:
     repository: harbor.irtsysx.fr/docker-proxy-cache/irtsystemx/interactiveai-cab-capitalization
     pullPolicy: Always
-    tag: "1.3.5"
+    tag: "1.3.6"
 
 frontend:
   image:
     repository: harbor.irtsysx.fr/docker-proxy-cache/irtsystemx/interactiveai-cab-standalone-frontend
     pullPolicy: Always
-    tag: "1.3.5"
+    tag: "1.3.6"
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
index 967303d8..679aa8fa 100644
--- a/frontend/package-lock.json
+++ b/frontend/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "cab-front",
-  "version": "1.3.5",
+  "version": "1.3.6",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "cab-front",
-      "version": "1.3.5",
+      "version": "1.3.6",
       "license": "MPL-2.0",
       "dependencies": {
         "@floating-ui/vue": "^1.0.6",
diff --git a/frontend/package.json b/frontend/package.json
index 6dec5877..a3967949 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -1,6 +1,6 @@
 {
   "name": "cab-front",
-  "version": "1.3.5",
+  "version": "1.3.6",
   "private": true,
   "license": "MPL-2.0",
   "type": "module",
