[HTML][HTML] Machine Learning Applications in Building Energy Systems: Review and Prospects

D Li, Z Qi, Y Zhou, M Elchalakani - Buildings, 2025 - mdpi.com
Building energy systems (BESs) are essential for modern infrastructure but face significant
challenges in equipment diagnosis, energy consumption prediction, and operational control …

Short-Term Forecasting of Residential Energy Consumption Based on Improved Federated Learning

Z Feng, H Ge, Y Cao, L Han, Z Zhu, J Yan… - Available at SSRN … - papers.ssrn.com
Residential energy saving plays an important role in energy saving and emission reduction,
and energy consumption prediction is the premise of the above. In the field of short-term …