Jul 2026
Spatio temporal fusion network with GHI injection for multi-horizon solar forecasting
The spatio-temporal fusion network (STFNet) is proposed, a explainable hybrid model that integrates convolutional neural networks for local feature extraction, unidirectional Long Short-Term Memory networks for temporal modelling, and XGBoost for nonlinear prediction, enhanced by a novel cloud-conditioned bidirectional GHI injection mechanism.
C. Otuka, Dongsheng Cai, C. Ukwuoma et al.
· Engineering Research Express · 0 citations