Hani S. F. Ali

VMD-TFT: A Variational Mode Decomposition- Augmented Temporal Fusion Transformer for Multi-Horizon Solar Irradiance Forecasting

Accurate short-term solar irradiance forecasting is necessary for the effective grid integration of photovoltaic systems. This study proposes a novel two-stage framework, VMD-TFT, which integrates the Variational Mode Decomposition (VMD) with the Temporal Fusion Transformer (TFT) for multi-horizon forecasting of direct...