用激光多普勒测速仪监测齿轮电机的频谱包络估计

Kesaaki Minemura, Toshiya Nagumo, T. Akashi
{"title":"用激光多普勒测速仪监测齿轮电机的频谱包络估计","authors":"Kesaaki Minemura, Toshiya Nagumo, T. Akashi","doi":"10.1109/SDPC.2019.00050","DOIUrl":null,"url":null,"abstract":"A new spectrum envelope estimation method for use in rotary machine monitoring is proposed. Aspects including the Internet of things, monitoring, sensing and signal processing have been considered for diagnostics of low-speed rotary machines. In this paper, signal processing in sensing when using a laser Doppler velocimeter for monitoring of low–rotational-speed machines such as gear motors is studied. It is possible to measure the shaft vibration of a rotary machine directly via laser Doppler velocimetry. Therefore, this type of velocimeter is suitable for replacement of the current monitoring methods used in vibration measurement of low-rotational-speed machines. However, the laser Doppler velocimeter shows low sensitivity to the harmonic spectrum structure, which is the most important information required when monitoring a gear structure. The balance of each harmonic spectrum structure can be confirmed using a spectral envelope. Therefore, a signal processing technique that addresses the problem of low sensitivity to harmonic components during spectral envelope estimation is proposed. By focusing on the peak frequency of the spectrum, which is a major technique in the signal processing field, a method for construction of an autocorrelation function and estimation of the spectrum envelope is proposed. The proposed spectral envelope estimation method is verified by an illustration using the gear meshing frequency. The effectiveness of the proposed estimation method is confirmed using a visualization graph.","PeriodicalId":403595,"journal":{"name":"2019 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Estimation of Spectrum Envelope for Gear Motor Monitoring Using A Laser Doppler Velocimeter\",\"authors\":\"Kesaaki Minemura, Toshiya Nagumo, T. Akashi\",\"doi\":\"10.1109/SDPC.2019.00050\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A new spectrum envelope estimation method for use in rotary machine monitoring is proposed. Aspects including the Internet of things, monitoring, sensing and signal processing have been considered for diagnostics of low-speed rotary machines. In this paper, signal processing in sensing when using a laser Doppler velocimeter for monitoring of low–rotational-speed machines such as gear motors is studied. It is possible to measure the shaft vibration of a rotary machine directly via laser Doppler velocimetry. Therefore, this type of velocimeter is suitable for replacement of the current monitoring methods used in vibration measurement of low-rotational-speed machines. However, the laser Doppler velocimeter shows low sensitivity to the harmonic spectrum structure, which is the most important information required when monitoring a gear structure. The balance of each harmonic spectrum structure can be confirmed using a spectral envelope. Therefore, a signal processing technique that addresses the problem of low sensitivity to harmonic components during spectral envelope estimation is proposed. By focusing on the peak frequency of the spectrum, which is a major technique in the signal processing field, a method for construction of an autocorrelation function and estimation of the spectrum envelope is proposed. The proposed spectral envelope estimation method is verified by an illustration using the gear meshing frequency. The effectiveness of the proposed estimation method is confirmed using a visualization graph.\",\"PeriodicalId\":403595,\"journal\":{\"name\":\"2019 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SDPC.2019.00050\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SDPC.2019.00050","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

提出了一种新的用于旋转机械监测的频谱包络估计方法。低速旋转机械的诊断考虑了物联网、监测、传感和信号处理等方面。本文研究了用激光多普勒测速仪对减速电机等低转速机械进行监测时的信号处理。用激光多普勒测速法直接测量旋转机械的轴振动是可能的。因此,这种类型的测速仪适用于替代目前用于低转速机器振动测量的监测方法。然而,激光多普勒测速仪对谐波谱结构的灵敏度较低,而谐波谱结构是监测齿轮结构时最重要的信息。每个谐波谱结构的平衡可以用谱包络来确定。因此,提出了一种解决频谱包络估计中谐波分量灵敏度低的信号处理技术。针对信号处理领域的主要技术——频谱的峰值频率,提出了一种自相关函数的构造和频谱包络线的估计方法。以齿轮啮合频率为例验证了所提出的谱包络估计方法。通过可视化图验证了所提估计方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Estimation of Spectrum Envelope for Gear Motor Monitoring Using A Laser Doppler Velocimeter
A new spectrum envelope estimation method for use in rotary machine monitoring is proposed. Aspects including the Internet of things, monitoring, sensing and signal processing have been considered for diagnostics of low-speed rotary machines. In this paper, signal processing in sensing when using a laser Doppler velocimeter for monitoring of low–rotational-speed machines such as gear motors is studied. It is possible to measure the shaft vibration of a rotary machine directly via laser Doppler velocimetry. Therefore, this type of velocimeter is suitable for replacement of the current monitoring methods used in vibration measurement of low-rotational-speed machines. However, the laser Doppler velocimeter shows low sensitivity to the harmonic spectrum structure, which is the most important information required when monitoring a gear structure. The balance of each harmonic spectrum structure can be confirmed using a spectral envelope. Therefore, a signal processing technique that addresses the problem of low sensitivity to harmonic components during spectral envelope estimation is proposed. By focusing on the peak frequency of the spectrum, which is a major technique in the signal processing field, a method for construction of an autocorrelation function and estimation of the spectrum envelope is proposed. The proposed spectral envelope estimation method is verified by an illustration using the gear meshing frequency. The effectiveness of the proposed estimation method is confirmed using a visualization graph.
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
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:481959085
Book学术官方微信