Open access
Aug 2026
Data-driven residential electricity load forecasting method for virtual power plants
A hybrid forecasting framework that integrates seasonal-trend decomposition using loess (STL), a bidirectional gated recurrent unit (Bi-GRU), and an attention mechanism is proposed that can serve as a load-side input for day-ahead VPP planning.
Wen-Bin Hao, Bo Xie, Zhi-Gao Meng et al.
· Journal of engineering and a... · 0 citations