Haoran Wang;Anjana Wijesekera;Gregory J. Kish;Qing Zhao
{"title":"Detecting and Localizing Open-Circuit Switch Faults in MMCs Using a Model Informed Estimation Scheme With Low Computational Complexity","authors":"Haoran Wang;Anjana Wijesekera;Gregory J. Kish;Qing Zhao","doi":"10.1109/TPEL.2024.3496532","DOIUrl":null,"url":null,"abstract":"The detection and localization of switch open-circuit faults (OCFs) in modular multilevel converters (MMCs) is crucial for enhancing their reliability. This article presents a model informed estimation-based fault detection and localization (FDL) scheme with low computational burden and implementation complexity. Its main novelty comprises two parts: derivation of a new model that quantifies the expected deviation in submodule capacitor voltages due to OCFs, and utilization of a Disturbance Observer (DOB) that, by leveraging the derived model, needs only one signature waveform for each arm. As a result, the proposed FDL scheme enables estimation of OCFs while maintaining very low and constant computational burden and implementation complexity regardless of the number of installed submodules per arm. To the best of the authors' knowledge, this work is the first to explore the use of OCFs models that can quantify the OCFs-induced deviations in the MMC capacitor voltages. Experimental results verify that the proposed model-informed FDL scheme with DOB can detect and localize OCFs accurately and rapidly, while retaining important traits such as robustness to load changes and measurement noise.","PeriodicalId":13267,"journal":{"name":"IEEE Transactions on Power Electronics","volume":"40 3","pages":"4399-4410"},"PeriodicalIF":6.5000,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Power Electronics","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10750823/","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
The detection and localization of switch open-circuit faults (OCFs) in modular multilevel converters (MMCs) is crucial for enhancing their reliability. This article presents a model informed estimation-based fault detection and localization (FDL) scheme with low computational burden and implementation complexity. Its main novelty comprises two parts: derivation of a new model that quantifies the expected deviation in submodule capacitor voltages due to OCFs, and utilization of a Disturbance Observer (DOB) that, by leveraging the derived model, needs only one signature waveform for each arm. As a result, the proposed FDL scheme enables estimation of OCFs while maintaining very low and constant computational burden and implementation complexity regardless of the number of installed submodules per arm. To the best of the authors' knowledge, this work is the first to explore the use of OCFs models that can quantify the OCFs-induced deviations in the MMC capacitor voltages. Experimental results verify that the proposed model-informed FDL scheme with DOB can detect and localize OCFs accurately and rapidly, while retaining important traits such as robustness to load changes and measurement noise.
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.