Ultra-Short-Term Wind Power Prediction Based on Bidirectional Gated Recurrent Unit and Transfer Learning

Wind power forecasting (WPF) is imperative to the control and dispatch of the power grid. Firstly, an ultra-short-term prediction method based on multilayer bidirectional gated recurrent unit (Bi-GRU) and fully connected (FC) layer is proposed. The layers of Bi-GRU extract the temporal feature infor...

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Bibliographic Details

Published in:	Frontiers in Energy Research
Main Authors:	Wenjin Chen, Weiwen Qi, Yu Li, Jun Zhang, Feng Zhu, Dong Xie, Wei Ru, Gang Luo, Meiya Song, Fei Tang
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2021-12-01
Subjects:	bidirectional gated recurrent unit transfer learning target domain wind power wind power forecasting
Online Access:	https://www.frontiersin.org/articles/10.3389/fenrg.2021.808116/full