N. Otuka

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...