PeakFocus: Bridging Peak Localization and Intensity Regression via a Unified Multi-Scale Framework for Electricity Load Forecasting

In three linesPeakFocus is a unified framework for electricity load peak forecasting (ELPF), simultaneously predicting peak timing and intensity. It combines a peak-aware pipeline with triple hybrid loss, a multi-scale peak locator, and a location-aware decoder to overcome two-stage approach limitations. Evaluated on ELC and WLEL datasets.

Summary generated by Claude — human-verified