thermal-modelling

MATLAB code and data for the paper “Optimal energy management of offshore wind farms considering the combination of overplanting and dynamic rating” in CIGRE Session, Paris, France, 2022

MATLAB code and data for the article Ildar Daminov, Anne Blavette, Salvy Bourguet, Hamid Ben Ahmed, Thomas Soulard, Pierre Warlop, "Economic performance of overplanted offshore wind farm under several commitment strategies and dynamic thermal ratings of submarine export cable," in Applied Energy, 2023, https://doi.org/10.1016/j.apenergy.2023.121326

A Python implementation of 2D Rayleigh-Bénard convection simulation using finite difference methods and Boussinesq approximation, with applications in planetary science and fluid dynamics research.

Engineering-grade HVAC heat-loss and hydronic calculation engine in Python. Topology-driven fabric model Qf and Qv physics and observer-only GUI architecture. Colebrook and White Proportioning

Internship at CNES

Thermal modelling package for a low-energy single-family house including IDA ICE model, reduced-order state-space model, and matching Zagreb TMY weather data.

Quantifying HDD underestimation of heat pump peak demand: 2R1C thermal simulation on real EPW weather, a 240-run factorial Monte Carlo, Type II ANOVA, interaction regression with a Ramsey RESET test, and validation against 730 Electrification of Heat field-trial homes.

PGNN and PG-LSTM models for predicting and forecasting temperature profiles in CSP volumetric receivers.