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

机译:基于电流相似度分析的两级三相PWM整流器开路故障诊断

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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.
机译:提出了一种基于拓扑对称性分析的健康和故障状态下的两级三相脉宽调制整流器单,多晶体管开路故障诊断方法。首先,在重构和形状分析后的一段时间内,任意两个相电流链表之间包含的相似度测量值(例如欧氏距离,相关系数和余弦角)用于描述拓扑的对称性并将故障分为三类,然后提取了两个额外的功能,分别将故障定位到断路和晶体管。所提出的诊断方法是鲁棒的,低成本的,并且易于插入到现有的控制系统中。通过实验结果评估了有效性和优点。

著录项

  • 来源
    《IEEE Transactions on Power Electronics》 |2017年第5期|3935-3945|共11页
  • 作者

    Feng Wu; Jin Zhao;

  • 作者单位

    Ministry of Education, and the School of Automation, Key Laboratory of Image Information Processing and Intelligent Control, Huazhong University of Science and Technology, Wuhan, China;

    Ministry of Education, and the School of Automation, Key Laboratory of Image Information Processing and Intelligent Control, Huazhong University of Science and Technology, Wuhan, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Fault diagnosis; Circuit faults; Fault detection; Inverters; Current measurement; Pulse width modulation; Transistors;

    机译:故障诊断;电路故障;故障检测;逆变器;电流测量;脉宽调制;晶体管;
  • 入库时间 2022-08-17 13:22:08

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