IEEE

A Novel Spatiotemporal Pyramidal Graph Modeling Approach for Short-Term Residential Load Forecasting

Abstract: Precise short-term residential load forecasting (STRLF) is essential for maintaining stable and cost-effective operations on the demand side. Both spatial and temporal information are ...
IEEE

Mid-Term Load Forecasting with Minimal Data: An In-Context-Learning-Aware Approach Using Large Language Models

Abstract: Accurate mid-term load forecasting at the building level is vital for the strategic planning, operation, and sustainability of modern power systems. Machine learning approaches often require ...