随机振动测试系统的自适应控制

Guang-feng Guan, W. Xiong, Haitao Wang
{"title":"随机振动测试系统的自适应控制","authors":"Guang-feng Guan, W. Xiong, Haitao Wang","doi":"10.1109/ICICIP.2010.5564173","DOIUrl":null,"url":null,"abstract":"The random vibration adaptive control method is presented based on the Kalman adaptive filter to improve the control precision of random vibration test system. The Kalman adaptive filter is used to obtain the on-line inverse model of the device under test (DUT). The time domain signal having a reference power spectral density (PSD) is updated by the inverse model. The reference PSD is replicated by the reproduction of the time domain signal at the output of the DUT. The random vibration adaptive control is developed and used for the PSD replication in the hydraulic vibration table. Test results shows that the algorithm is favorable to improve the control precision of random vibration control system.","PeriodicalId":152024,"journal":{"name":"2010 International Conference on Intelligent Control and Information Processing","volume":"48 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Adaptive control of random vibration test system\",\"authors\":\"Guang-feng Guan, W. Xiong, Haitao Wang\",\"doi\":\"10.1109/ICICIP.2010.5564173\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The random vibration adaptive control method is presented based on the Kalman adaptive filter to improve the control precision of random vibration test system. The Kalman adaptive filter is used to obtain the on-line inverse model of the device under test (DUT). The time domain signal having a reference power spectral density (PSD) is updated by the inverse model. The reference PSD is replicated by the reproduction of the time domain signal at the output of the DUT. The random vibration adaptive control is developed and used for the PSD replication in the hydraulic vibration table. Test results shows that the algorithm is favorable to improve the control precision of random vibration control system.\",\"PeriodicalId\":152024,\"journal\":{\"name\":\"2010 International Conference on Intelligent Control and Information Processing\",\"volume\":\"48 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-09-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2010 International Conference on Intelligent Control and Information Processing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICICIP.2010.5564173\",\"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 International Conference on Intelligent Control and Information Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICICIP.2010.5564173","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

为了提高随机振动测试系统的控制精度,提出了一种基于卡尔曼自适应滤波的随机振动自适应控制方法。利用卡尔曼自适应滤波器获得被测设备的在线逆模型。利用逆模型对具有参考功率谱密度的时域信号进行更新。参考PSD通过在DUT的输出处复制时域信号来复制。提出了随机振动自适应控制方法,并将其应用于液压振动台的PSD复制。试验结果表明,该算法有利于提高随机振动控制系统的控制精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive control of random vibration test system
The random vibration adaptive control method is presented based on the Kalman adaptive filter to improve the control precision of random vibration test system. The Kalman adaptive filter is used to obtain the on-line inverse model of the device under test (DUT). The time domain signal having a reference power spectral density (PSD) is updated by the inverse model. The reference PSD is replicated by the reproduction of the time domain signal at the output of the DUT. The random vibration adaptive control is developed and used for the PSD replication in the hydraulic vibration table. Test results shows that the algorithm is favorable to improve the control precision of random vibration control system.
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:604180095
Book学术官方微信