Fault Detection in Power Distribution Systems Based on Gated Recurrent Attention Network

To improve fault identification accuracy in power distribution systems, a model named gated recurrent attention network is proposed. First, a higher weight is put on the key cycles of fault phase based on the attention mechanism, making the model focus more on these key messages by weight assignment...

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Bibliographic Details

Published in:	Shanghai Jiaotong Daxue xuebao
Main Author:	CHEN Haolan, JIN Bingying, LIU Yadong, QIAN Qinglin, WANG Peng, CHEN Yanxia, YU Xijuan, YAN Yingjie
Format:	Article
Language:	Chinese
Published:	Editorial Office of Journal of Shanghai Jiao Tong University 2024-03-01
Subjects:	power distribution systems faults identification attention mechanism gated recurrent units (gru)
Online Access:	https://xuebao.sjtu.edu.cn/article/2024/1006-2467/1006-2467-58-3-295.shtml