crossrefSustainability2025-02-25Cited by 11
Thermodynamic Optimization of Building HVAC Systems Through Dynamic Modeling and Advanced Machine Learning
Samuel Moveh, Emmanuel Alejandro Merchán-Cruz, Ahmed Osman Ibrahim, Zeinab Abdallah Mohammed Elhassan, Nada Mohamed Ramadan Abdelhai, Mona Dafalla Abdelrazig
This study enhances thermodynamic efficiency and demand response in an office building’s HVAC system using machine learning (ML) and model predictive control (MPC). This study, conducted in a simulated EnergyPlus 8.9 environment integrated with MATLAB (R2023a, 9.14), focuses on o…