Jian-Dun Li

Original-scale calibrated probabilistic building electricity load forecasting for demand-side management

Reliable day-ahead electricity forecasts are needed for building energy management, demand-side operation, and risk-aware scheduling. In common data-driven pipelines, targets are normalised for training, whereas forecast errors and uncertainty intervals are interpreted after inverse transformation to kWh. This creates...