Bi-directional gated recurrent unit enhanced twin support vector regression with seasonal mechanism for electric load forecasting

Zichen Zhang, Chenglong Zhang, Yongquan Dong, Wei-Chiang Hong

Abstract: Highlights•Using CEEMD to ensemble deep learning algorithm and traditional machine learning algorithm.•An improved AOA is proposed to dynamically selecting optimal parameters of TWSVR.•A rolling-window seasonal mechanism is used to weight the test samples.