An ensemble approach for short-term load forecasting by extreme learning machine

• Main Authors: Li, Song, Goel, Lalit, Wang, Peng
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2017
• 主題: Ensemble method; Extreme learning machine
• 在線閱讀: https://hdl.handle.net/10356/84957; http://hdl.handle.net/10220/42087

This paper proposes a novel ensemble method for short-term load forecasting based on wavelet transform, extreme learning machine (ELM) and partial least squares regression. In order to improve forecasting performance, a wavelet-based ensemble strategy is introduced into the forecasting model. The in...