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

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

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

Photovoltaic system simulation, economic analysis, and sustainability assessment

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

Industrial electrical heating system optimization and power loss reduction analysis

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

Combined Heat and Power system efficiency and emission evaluation