Costas G. Baslis

Hybrid Two-Level Mixture of Experts Framework Using Machine Learning Components for Day-Ahead Residential Energy Load Forecasting

Zoi Mylona, Dimitris Bouras, Dimitris Chatzigiannis, Athanasios Papakonstantinou, Marion Paraschi, Costas G. Baslis

This paper presents a hybrid two-level Mixture of Experts (MoE) framework for day-ahead residential electricity load forecasting, designed to improve prediction accuracy while meeting the operational and privacy requirements of utility-scale applications. Developed within the Hor…Read more