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Fault diagnosis for three-phase PWM rectifier based on deep feedforward network with transient synthetic features.

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第一作者： Lei,Kou

第一单位： School of Electrical Engineering, Northeast Electric Power University, Jilin 132012, China. Electronic address: koulei1991@hotmail.com.

作者： Lei,Kou ^[1] ; Chuang,Liu ^[2] ; Guo-Wei,Cai ^[3] ; Zhe,Zhang ^[4] ; Jia-Ning,Zhou ^[5] ; Xue-Mei,Wang ^[6]

作者单位： School of Electrical Engineering, Northeast Electric Power University, Jilin 132012, China. Electronic address: koulei1991@hotmail.com. ^[1] School of Electrical Engineering, Northeast Electric Power University, Jilin 132012, China. Electronic address: victor_liuchuang@163.com. ^[2] School of Electrical Engineering, Northeast Electric Power University, Jilin 132012, China. Electronic address: abuNeepu@hotmail.com. ^[3] Department of Electrical Engineering, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark. Electronic address: zz@elektro.dtu.dk. ^[4] School of Electrical Engineering, Northeast Electric Power University, Jilin 132012, China. Electronic address: 15843276600@163.com. ^[5] School of Electrical Engineering, Northeast Electric Power University, Jilin 132012, China. Electronic address: wangxm@abu.ac.cn. ^[6]

关键词 Deep feedforward network Fault diagnosis Open-circuit fault in IGBT Three-phase PWM rectifier Transient synthetic features

DOI 10.1016/j.isatra.2020.01.023

PMID 31987580

发布时间 2020-06-08

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