风力发电机传动系统故障检测与诊断的先进信号处理技术:比较研究

2010 IEEE Energy Conversion Congress and Exposition Pub Date : 2010-11-01 DOI:10.1109/ECCE.2010.5617707

E. Al Ahmar, V. Choqueuse, M. Benbouzid, Y. Amirat, J. El Assad, R. Karam, S. Farah

{"title":"风力发电机传动系统故障检测与诊断的先进信号处理技术:比较研究","authors":"E. Al Ahmar, V. Choqueuse, M. Benbouzid, Y. Amirat, J. El Assad, R. Karam, S. Farah","doi":"10.1109/ECCE.2010.5617707","DOIUrl":null,"url":null,"abstract":"This paper deals with the diagnosis of Wind Turbines based on generator current analysis. It provides a comparative study between traditional signal processing methods, such as periodograms, with more sophisticated approaches. Performances of these techniques are assessed through simulation experiments and compared for several types of fault, including air-gap eccentricities, broken rotor bars and bearing damages.","PeriodicalId":161915,"journal":{"name":"2010 IEEE Energy Conversion Congress and Exposition","volume":"78 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"45","resultStr":"{\"title\":\"Advanced signal processing techniques for fault detection and diagnosis in a wind turbine induction generator drive train: A comparative study\",\"authors\":\"E. Al Ahmar, V. Choqueuse, M. Benbouzid, Y. Amirat, J. El Assad, R. Karam, S. Farah\",\"doi\":\"10.1109/ECCE.2010.5617707\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper deals with the diagnosis of Wind Turbines based on generator current analysis. It provides a comparative study between traditional signal processing methods, such as periodograms, with more sophisticated approaches. Performances of these techniques are assessed through simulation experiments and compared for several types of fault, including air-gap eccentricities, broken rotor bars and bearing damages.\",\"PeriodicalId\":161915,\"journal\":{\"name\":\"2010 IEEE Energy Conversion Congress and Exposition\",\"volume\":\"78 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"45\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2010 IEEE Energy Conversion Congress and Exposition\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ECCE.2010.5617707\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 IEEE Energy Conversion Congress and Exposition","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ECCE.2010.5617707","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 45

摘要

本文研究了基于发电机电流分析的风力发电机组故障诊断。它提供了传统的信号处理方法，如周期图，与更复杂的方法之间的比较研究。通过仿真实验评估了这些技术的性能，并对几种类型的故障进行了比较，包括气隙偏心、转子棒断和轴承损坏。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Advanced signal processing techniques for fault detection and diagnosis in a wind turbine induction generator drive train: A comparative study

This paper deals with the diagnosis of Wind Turbines based on generator current analysis. It provides a comparative study between traditional signal processing methods, such as periodograms, with more sophisticated approaches. Performances of these techniques are assessed through simulation experiments and compared for several types of fault, including air-gap eccentricities, broken rotor bars and bearing damages.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2010 IEEE Energy Conversion Congress and Exposition

自引率

0.00%

发文量