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

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
Main Author: CHEN Haolan, JIN Bingying, LIU Yadong, QIAN Qinglin, WANG Peng, CHEN Yanxia, YU Xijuan, YAN Yingjie
Format: Article
Language:zho
Published: Editorial Office of Journal of Shanghai Jiao Tong University 2024-03-01
Series:Shanghai Jiaotong Daxue xuebao
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

Internet

https://xuebao.sjtu.edu.cn/article/2024/1006-2467/1006-2467-58-3-295.shtml

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