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Fault diagnosis of intelligent distribution system based on privacy-enhanced federated learning

CHEN Yifang SUN Zhiqing XUAN Yi LOU Yinan WANG Qifeng GUO Fanghong

High Technology Letters2024，Vol.30Issue(4)：P.424-432,9.

High Technology Letters2024，Vol.30Issue(4)：P.424-432,9.DOI:10.3772/j.issn.1006-6748.2024.04.010

Fault diagnosis of intelligent distribution system based on privacy-enhanced federated learning

CHEN Yifang ¹SUN Zhiqing ¹XUAN Yi ¹LOU Yinan ²WANG Qifeng ²GUO Fanghong³

作者信息

1. State Grid Zhejiang Electric Power Co.,Ltd.Hangzhou Power Supply Company,Hangzhou 310016,P.R.China
2. State Grid Zhejiang Electric Power Co.,Ltd.Hangzhou Xiaoshan District Power Supply Company,Hangzhou 310016,P.R.China
3. College of Information Engineering,Zhejiang University of Technology,Hangzhou 310014,P.R.China
折叠

摘要

关键词

power transformer/fault diagnosis/federated learning(FL)/data sharing(DS)/differential privacy(DP)

分类

信息技术与安全科学

引用本文复制引用

CHEN Yifang,SUN Zhiqing,XUAN Yi,LOU Yinan,WANG Qifeng,GUO Fanghong..Fault diagnosis of intelligent distribution system based on privacy-enhanced federated learning[J].High Technology Letters,2024,30(4):P.424-432,9.

基金项目

Supported by the Science and Technology Project of State Grid Zhejiang Electric Power Co.,Ltd(No.5211HZ230002). （No.5211HZ230002）

High Technology Letters

ISSN：1006-6748

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