Short-term Load Forecasting Based on Hybrid Strategy Using Warm-start Gradient Tree Boosting

Yuexin Zhang, Jiahong Wang

A deep-learning-based hybrid strategy for short-term load forecasting is presented. The strategy proposes a novel tree-based ensemble method Warm-start Gradient Tree Boosting (WGTB…