Development of a Test Rig for Fault Studies on a scaled-down DFIG

E. Hamatwi, P. Barendse, Azeem Khan
{"title":"Development of a Test Rig for Fault Studies on a scaled-down DFIG","authors":"E. Hamatwi, P. Barendse, Azeem Khan","doi":"10.1109/ECCE47101.2021.9595739","DOIUrl":null,"url":null,"abstract":"In this work, an experimental test rig has been set up based on a 5kW wound rotor induction machine (WRIM) that was developed and built in the university laboratory as a scaled-down version of a typical 2.5MW doubly fed induction generator (DFIG), with the main aim of conducting various fault studies on the developed micromachine. To achieve this, the scaled-down machine has been customized by modifying the stator and rotor windings such that various inter-turn winding fault conditions may be achieved at different severities. Moreover, the micromachine has also been modified to make it possible to implement a static eccentricity fault. The dimensional analysis & scaling methodology that was used to scale down the large scale DFIG into the micromachine has been briefly discussed in this paper. To evaluate the performance of the developed test rig, experiments have been carried out by separately implementing the stator and rotor inter-turn short circuit faults (ITSCFs) as well as the static eccentricity (SE) fault on the micromachine and capturing the real-time stator current signals for further analysis in MATLAB, in an attempt to diagnose the presence of these faults using the conventional motor current signature analysis (MCSA). The results obtained from the stator current spectral analysis have demonstrated that the presence of a stator ITSCF, rotor ITSCF and SE fault in the micromachine gave rise to additional frequency harmonic components in the stator current spectrum. Moreover, it was observed that the magnitudes of the fault-related frequency components increased as the interturn winding fault severity was increased. Therefore, the developed test rig can be successfully used for further fault studies and ultimately develop advanced and novel fault diagnosis techniques.","PeriodicalId":349891,"journal":{"name":"2021 IEEE Energy Conversion Congress and Exposition (ECCE)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE Energy Conversion Congress and Exposition (ECCE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ECCE47101.2021.9595739","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

In this work, an experimental test rig has been set up based on a 5kW wound rotor induction machine (WRIM) that was developed and built in the university laboratory as a scaled-down version of a typical 2.5MW doubly fed induction generator (DFIG), with the main aim of conducting various fault studies on the developed micromachine. To achieve this, the scaled-down machine has been customized by modifying the stator and rotor windings such that various inter-turn winding fault conditions may be achieved at different severities. Moreover, the micromachine has also been modified to make it possible to implement a static eccentricity fault. The dimensional analysis & scaling methodology that was used to scale down the large scale DFIG into the micromachine has been briefly discussed in this paper. To evaluate the performance of the developed test rig, experiments have been carried out by separately implementing the stator and rotor inter-turn short circuit faults (ITSCFs) as well as the static eccentricity (SE) fault on the micromachine and capturing the real-time stator current signals for further analysis in MATLAB, in an attempt to diagnose the presence of these faults using the conventional motor current signature analysis (MCSA). The results obtained from the stator current spectral analysis have demonstrated that the presence of a stator ITSCF, rotor ITSCF and SE fault in the micromachine gave rise to additional frequency harmonic components in the stator current spectrum. Moreover, it was observed that the magnitudes of the fault-related frequency components increased as the interturn winding fault severity was increased. Therefore, the developed test rig can be successfully used for further fault studies and ultimately develop advanced and novel fault diagnosis techniques.
小型DFIG故障研究试验台的研制
在这项工作中,基于在大学实验室开发和制造的5kW绕线转子感应电机(wrm)作为典型2.5MW双馈感应发电机(DFIG)的缩小版,建立了一个实验试验台,主要目的是对所开发的微机械进行各种故障研究。为此,通过对定子和转子绕组进行修改,定制了缩小型机器,从而可以实现不同严重程度的各种匝间绕组故障条件。此外,还对微机进行了改进,使其能够实现静态偏心故障。本文简要讨论了用于将大型DFIG缩小为微型机床的量纲分析和缩放方法。为了评估所开发的试验台的性能,在微机上分别实现了定子和转子匝间短路故障(ITSCFs)和静态偏心故障(SE),并在MATLAB中实时捕获定子电流信号进行进一步分析,尝试使用传统的电机电流特征分析(MCSA)来诊断这些故障的存在。定子电流谱分析结果表明,定子ITSCF、转子ITSCF和SE故障的存在会在定子电流谱中产生额外的频率谐波分量。此外,观察到故障相关频率分量的大小随着匝间绕组故障严重程度的增加而增加。因此,所开发的试验台可以成功地用于进一步的故障研究,并最终开发先进的新型故障诊断技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信