Status | 已发表Published |
Title | Iterative Interval Estimation-Based Fault Detection for Discrete Time T-S Fuzzy Systems |
Creator | |
Date Issued | 2023-11-01 |
Source Publication | IEEE Transactions on Systems, Man, and Cybernetics: Systems
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ISSN | 2168-2216 |
Volume | 53Issue:11Pages:6966-6974 |
Abstract | 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. |
Keyword | Fault detection (FD) interval estimation robust control TS fuzzy system |
DOI | 10.1109/TSMC.2023.3290042 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Automation & Control Systems ; Computer Science |
WOS Subject | Automation & Control Systems ; Computer Science, Cybernetics |
WOS ID | WOS:001035857900001 |
Scopus ID | 2-s2.0-85165269834 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/10912 |
Collection | Faculty of Science and Technology |
Corresponding Author | Shen, Mouquan |
Affiliation | 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 |
Recommended Citation 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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