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题名Iterative Interval Estimation-Based Fault Detection for Discrete Time T-S Fuzzy Systems
作者
发表日期2023-11-01
发表期刊IEEE Transactions on Systems, Man, and Cybernetics: Systems
ISSN/eISSN2168-2216
卷号53期号:11页码:6966-6974
摘要

This article investigates fault detection (FD) for discrete-time T-S fuzzy systems via an iterative interval estimation method. By means of system output and the iterative estimation of unknown disturbances, two iterative subsystems are employed to establish iterative state reconstruction free of faults. Resorting to a structure separation technique and the $H_{\infty }$ requirement imposed on estimated errors, a sufficient condition is formulated in terms of linear matrix inequality to guarantee the asymptotically stability of the error systems. With the help of the zonotope reachability technique, the state interval without faults consideration is rebuilt in terms of the error boundary. Subsequently, an FD scheme is proposed by checking residual signals whether exceed the residual interval generated from the established error interval. Simulation comparison is provided to verify the validity of the proposed iterative FD scheme.

关键词Fault detection (FD) interval estimation robust control TS fuzzy system
DOI10.1109/TSMC.2023.3290042
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收录类别SCIE
语种英语English
WOS研究方向Automation & Control Systems ; Computer Science
WOS类目Automation & Control Systems ; Computer Science, Cybernetics
WOS记录号WOS:001035857900001
Scopus入藏号2-s2.0-85165269834
引用统计
被引频次:35[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/10912
专题理工科技学院
通讯作者Shen, Mouquan
作者单位
1.Nanjing Tech University,College of Electrical Engineering and Control Science,Nanjing,211816,China
2.Southeast University,School of Automation,Nanjing,210096,China
3.Institute of Cyber-Systems and Control,Zhejiang University,National Laboratory of Industrial Control Technology,Hangzhou,310027,China
4.Institute of Artificial Intelligence and Future Networks,Beijing Normal University,Zhuhai,519087,China
5.BNU-HKBU United International College,Guangdong Provincial Key Laboratory of Interdisciplinary Research and Application for Data Science,Zhuhai,519087,China
6.China University of Mining and Technology,School of Mathematical Sciences,Xuzhou,221116,China
推荐引用方式
GB/T 7714
Shen, Mouquan,Zhang, Tu,Wu, Zheng Guanget al. Iterative Interval Estimation-Based Fault Detection for Discrete Time T-S Fuzzy Systems[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023, 53(11): 6966-6974.
APA Shen, Mouquan, Zhang, Tu, Wu, Zheng Guang, Wang, Qing Guo, & Zhu, Song. (2023). Iterative Interval Estimation-Based Fault Detection for Discrete Time T-S Fuzzy Systems. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53(11), 6966-6974.
MLA Shen, Mouquan,et al."Iterative Interval Estimation-Based Fault Detection for Discrete Time T-S Fuzzy Systems". IEEE Transactions on Systems, Man, and Cybernetics: Systems 53.11(2023): 6966-6974.
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