Current Similarity Analysis-Based Open-Circuit Fault Diagnosis for Two-Level Three-Phase PWM Rectifier

被引:63
|
作者
Wu, Feng [1 ,2 ]
Zhao, Jin [1 ,2 ]
机构
[1] Huazhong Univ Sci & Technol, Minist Educ, Key Lab Image Informat Proc & Intelligent Control, Wuhan 430074, Peoples R China
[2] Huazhong Univ Sci & Technol, Sch Automat, Wuhan 430074, Peoples R China
基金
中国国家自然科学基金;
关键词
Currents data reconstruction; fault diagnosis; open circuit; pulse-width modulating (PWM) rectifier; similarity measurements; OPEN-SWITCH FAULT; VOLTAGE-SOURCE INVERTERS; TIME-SERIES; CONVERTERS; RELIABILITY; DEVICE; AC;
D O I
10.1109/TPEL.2016.2587339
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposed a novel single and multiple transistors open-circuit fault diagnosis method for two-level three-phase pulse-width modulating rectifier based on topology symmetry analysis in healthy and faulty conditions. First, similarity measurements between any two phase current linklists contained samples in a period after reconstruction and shape analysis, such as Euclidean distance, correlation coefficient, and cosine angle, are used to describe the symmetry of topology and divide the faults into three classes, then two extra features are extracted to locate the fault to broken leg and transistors, respectively. The proposed diagnostic method is robust, low cost, and easy to insert to the existed control system. The effectiveness and merit were evaluated by experimental results.
引用
收藏
页码:3935 / 3945
页数:11
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