S. Manjili

A hybrid temporal fusion transformer and LightGBM framework for accurate multi-horizon industrial electricity load forecasting

A novel interpretable hybrid forecasting framework that integrates the Temporal Fusion Transformer (TFT) with LightGBM that offers a balanced combination of high predictive accuracy, computational efficiency, and explainability, making it particularly suitable for smart grid applications in industrial contexts facing s...