AI-powered P&ID Scanner using OCR, Computer Vision & VLMs to extract engineering data, build BOMs & digital twins for Oil & Gas, Utilities & Energy sectors

Photovoltaic system simulation, economic analysis, and sustainability assessment

Combined Heat and Power system efficiency and emission evaluation

Interactive heating curve simulator (Heizkennlinie) based on German standards; real weather data, OLS/RANSAC regression, DIN EN 12831, VDI 6030

Simple-cycle gas turbine analyzer in Python with real-fluid properties using CoolProp

Industrial electrical heating system optimization and power loss reduction analysis

Development of a surrogate-assisted multi-objective optimization framework for thermal systems using machine learning models and evolutionary algorithms such as NSGA-II.

Leverage predictive analytics to estimate building energy consumption and transform model outputs into interpretable insights.