Robust fault detection observer design for Takagi-Sugeno systems: A descriptor approach

M. Bouattour, M. Chadli, A. El Hajjaji, M. Chaabane
{"title":"Robust fault detection observer design for Takagi-Sugeno systems: A descriptor approach","authors":"M. Bouattour, M. Chadli, A. El Hajjaji, M. Chaabane","doi":"10.1109/MED.2010.5547677","DOIUrl":null,"url":null,"abstract":"In this paper, a robust fault detection observer is designed for a class of nonlinear systems described by T-S (Takagi-Sugeno) fuzzy model with sensor faults and unknown bounded disturbances. The method uses the technique of descriptor systems by considering sensor faults as an auxiliary state variables. The basic idea of our study is to formulate the robust fault detection observer design as a H-/H∞ problem. A solution of the considered problem is then given via a Linear Matrix Inequality (LMI) formulation. The considered robust fault detection observer design problem is solved with a given sufficient conditions based on an iterative LMI procedure.","PeriodicalId":149864,"journal":{"name":"18th Mediterranean Conference on Control and Automation, MED'10","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"18th Mediterranean Conference on Control and Automation, MED'10","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MED.2010.5547677","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

Abstract

In this paper, a robust fault detection observer is designed for a class of nonlinear systems described by T-S (Takagi-Sugeno) fuzzy model with sensor faults and unknown bounded disturbances. The method uses the technique of descriptor systems by considering sensor faults as an auxiliary state variables. The basic idea of our study is to formulate the robust fault detection observer design as a H-/H∞ problem. A solution of the considered problem is then given via a Linear Matrix Inequality (LMI) formulation. The considered robust fault detection observer design problem is solved with a given sufficient conditions based on an iterative LMI procedure.
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
Takagi-Sugeno系统的鲁棒故障检测观测器设计:一种描述子方法
针对一类具有传感器故障和未知有界扰动的T-S (Takagi-Sugeno)模糊模型非线性系统,设计了鲁棒故障检测观测器。该方法采用广义系统技术,将传感器故障作为辅助状态变量。本研究的基本思想是将鲁棒故障检测观测器设计表述为一个H-/H∞问题。然后通过线性矩阵不等式(LMI)公式给出了所考虑问题的解。基于迭代LMI过程,在给定充分条件下求解了所考虑的鲁棒故障检测观测器设计问题。
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
Fuzzy crash avoidance and coordination between multi mobile robots A co-design approach for bilateral teleoperation over hybrid network Self-Scheduled Fuzzy Control of PWM DC-DC Converters An inverse optimality method to solve a class of second order optimal control problems Support Vector Regression for soft sensor design of nonlinear processes
×
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