发表状态 | 已发表Published |
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
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ISSN/eISSN | 2168-2216 |
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 |
DOI | 10.1109/TSMC.2023.3290042 |
URL | 查看来源 |
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 | |
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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