Application of VMD in Fault Diagnosis for Rotor-Bearing System with Rub-Impact

Rui Zhu, Xin Xia
{"title":"Application of VMD in Fault Diagnosis for Rotor-Bearing System with Rub-Impact","authors":"Rui Zhu, Xin Xia","doi":"10.1109/ICICSP50920.2020.9232055","DOIUrl":null,"url":null,"abstract":"In order to effectively diagnose the rub-impact fault of rotor-bearing system, this study develops an experimental model of a two-span rotor-bearing system with rubbing faults. The rubbing experiment was carried out through the experimental platform and its analysis system, and the vibration of the rotor bearing system running under normal conditions, local slight rubbing and severe rubbing throughout the cycle are observed. The Variational Mode Decomposition (VMD) is then applied to the fault data analysis experiments of different rubbing degrees of the rotor. The experimental results further verified the effectiveness of the method, which can reveal the frequency structure of rubbing faults and accurately reflect the fault information. The findings are helpful in further understanding the dynamic characteristics of the rub-impact fault of the two-span rotor-bearing system and provide reference for fault diagnosis.","PeriodicalId":117760,"journal":{"name":"2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICICSP50920.2020.9232055","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

In order to effectively diagnose the rub-impact fault of rotor-bearing system, this study develops an experimental model of a two-span rotor-bearing system with rubbing faults. The rubbing experiment was carried out through the experimental platform and its analysis system, and the vibration of the rotor bearing system running under normal conditions, local slight rubbing and severe rubbing throughout the cycle are observed. The Variational Mode Decomposition (VMD) is then applied to the fault data analysis experiments of different rubbing degrees of the rotor. The experimental results further verified the effectiveness of the method, which can reveal the frequency structure of rubbing faults and accurately reflect the fault information. The findings are helpful in further understanding the dynamic characteristics of the rub-impact fault of the two-span rotor-bearing system and provide reference for fault diagnosis.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
VMD在含碰摩转子轴承系统故障诊断中的应用
为了有效诊断转子-轴承系统的碰摩故障,建立了两跨转子-轴承系统碰摩故障的实验模型。通过实验平台及其分析系统进行了摩擦试验,观察了转子轴承系统在正常工况下运行时的振动、局部轻微摩擦和整个循环过程中的严重摩擦。然后将变分模态分解(VMD)应用于转子不同碰摩程度的故障数据分析实验。实验结果进一步验证了该方法的有效性,该方法能够揭示摩擦故障的频率结构,准确反映故障信息。研究结果有助于进一步认识双跨转子-轴承系统碰摩故障的动力学特征,为故障诊断提供参考。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Experimental Results of Maritime Target Detection Based on SVM Classifier Evaluation of Channel Coding Techniques for Massive Machine-Type Communication in 5G Cellular Network Real-Time Abnormal Event Detection in the Compressed Domain of CCTV Systems by LDA Model Compound Model of Navigation Interference Recognition Based on Deep Sparse Denoising Auto-encoder Analysis on the Influence of BeiDou Satellite Pseudorange Bias on Positioning
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1