[HTML][HTML] Comparative analysis of machine learning models for prediction and forecasting of electric water boilers energy consumption

IA Kachalla, C Ghiaus, M Baseer - Applied Thermal Engineering, 2025 - Elsevier
In the quest to accurately predict energy consumption in high-rise residential buildings for
model predictive control implementation to enhance energy efficiency and address energy …

Comparison between program synthesis with large language models and model predictive control for buildings optimal operation

L Zabala, V Liventsev, J Febres, R Sterling - 2023 - researchsquare.com
Advanced control techniques, particularly Model Predictive Control (MPC), have proven
effective in enhancing energy efficiency within buildings. While MPC remains a prominent …

Adaptive Model Predictive Control for Residential Building Integrated Energy Systems: Considering Model Mismatch in Field Applications

Z Zhao, C Wang, B Wang - Available at SSRN 5093826 - papers.ssrn.com
To achieve low-carbon goals, building-integrated energy systems are expected to take on
additional functions, offering services and enhancing grid security through demand …