Open-Circuit Fault Diagnosis Method for Inverters Based on Common Characteristics in Critical Region

IF 6.5 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Power Electronics Pub Date : 2025-02-11 DOI:10.1109/TPEL.2025.3540775
Bo Liu;Tingna Shi;Guozheng Zhang;Yan Yan;Changliang Xia
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Abstract

Open-circuit fault of power switch is one of the common fault types in motor drive system. Diagnosing open-circuit fault accurately and quickly is very important. The regulation by controller often impairs the regularity of faulty current characteristics. The multipossibility of the control parameters will weaken the generalization ability for some fault diagnosis methods, which means that the accuracy of the diagnostic method is reduced. In this article, the concept of critical characteristics (CC) is proposed for the first time, which provides the theoretical basis for extracting characteristic and setting criterion in facing multipossibility disturbance factors. Then, the average value of three-phase current absolute value is used as CC for diagnosing open-circuit fault of inverter. Finally, experimental results show that the proposed method has strong generalization ability for different control parameters, low sensitivity for noise and various load, and high diagnostic speed.
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基于临界区域共同特征的逆变器开路故障诊断方法
电源开关开路故障是电机驱动系统中常见的故障类型之一。准确、快速地诊断开路故障是非常重要的。控制器的调节往往会破坏故障电流特性的规律性。控制参数的多可能性会削弱某些故障诊断方法的泛化能力,从而降低诊断方法的准确性。本文首次提出了临界特征(CC)的概念,为面对多可能性干扰因素时提取特征和设定判据提供了理论依据。然后用三相电流绝对值的平均值作为CC诊断逆变器开路故障。实验结果表明,该方法对不同控制参数具有较强的泛化能力,对噪声和各种负载的敏感性低,诊断速度快。
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来源期刊
IEEE Transactions on Power Electronics
IEEE Transactions on Power Electronics 工程技术-工程:电子与电气
CiteScore
15.20
自引率
20.90%
发文量
1099
审稿时长
3 months
期刊介绍: The IEEE Transactions on Power Electronics journal covers all issues of widespread or generic interest to engineers who work in the field of power electronics. The Journal editors will enforce standards and a review policy equivalent to the IEEE Transactions, and only papers of high technical quality will be accepted. Papers which treat new and novel device, circuit or system issues which are of generic interest to power electronics engineers are published. Papers which are not within the scope of this Journal will be forwarded to the appropriate IEEE Journal or Transactions editors. Examples of papers which would be more appropriately published in other Journals or Transactions include: 1) Papers describing semiconductor or electron device physics. These papers would be more appropriate for the IEEE Transactions on Electron Devices. 2) Papers describing applications in specific areas: e.g., industry, instrumentation, utility power systems, aerospace, industrial electronics, etc. These papers would be more appropriate for the Transactions of the Society which is concerned with these applications. 3) Papers describing magnetic materials and magnetic device physics. These papers would be more appropriate for the IEEE Transactions on Magnetics. 4) Papers on machine theory. These papers would be more appropriate for the IEEE Transactions on Power Systems. While original papers of significant technical content will comprise the major portion of the Journal, tutorial papers and papers of historical value are also reviewed for publication.
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