Decoupling fault detection vectors for fault detection in the TS fuzzy system
ABSTRACTThe parity space method can be applied to detect the fault of the time-invariant control system simply and effectively. However, the parity space method is greatly limited in the time-variant system. Therefore, in this paper, a TS fuzzy system is used to describe this kind of system. The sys...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Taylor & Francis Group
2023-01-01
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| Series: | Automatika |
| Subjects: | |
| Online Access: | https://www.tandfonline.com/doi/10.1080/00051144.2022.2098747 |
| _version_ | 1811199759273164800 |
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| author | Wang Zheng Lei Xiao-Gang |
| author_facet | Wang Zheng Lei Xiao-Gang |
| author_sort | Wang Zheng |
| collection | DOAJ |
| description | ABSTRACTThe parity space method can be applied to detect the fault of the time-invariant control system simply and effectively. However, the parity space method is greatly limited in the time-variant system. Therefore, in this paper, a TS fuzzy system is used to describe this kind of system. The system parameters are obtained based on TS fuzzy rules, and the decoupled fault detection vectors for different channels are designed. Using this vector, the residual representing fault information is extracted directly. Ideally, the fault detection of different channels is decoupled. However, sometimes the fully decoupled detection vector cannot be designed, then a suboptimal decoupled fault detection vector is proposed. Simulation and verification are carried out on a steady-state system and a TS fuzzy system. |
| first_indexed | 2024-04-12T01:52:42Z |
| format | Article |
| id | doaj.art-73bd551d40e34b9484d6bd1ef0de950d |
| institution | Directory Open Access Journal |
| issn | 0005-1144 1848-3380 |
| language | English |
| last_indexed | 2024-04-12T01:52:42Z |
| publishDate | 2023-01-01 |
| publisher | Taylor & Francis Group |
| record_format | Article |
| series | Automatika |
| spelling | doaj.art-73bd551d40e34b9484d6bd1ef0de950d2022-12-22T03:52:53ZengTaylor & Francis GroupAutomatika0005-11441848-33802023-01-01641637210.1080/00051144.2022.2098747Decoupling fault detection vectors for fault detection in the TS fuzzy systemWang Zheng0Lei Xiao-Gang1China Key Laboratory of Photo-electricity Gas-Oil Logging and Detecting, Ministry of Education, Xi’an Shi You University, Xi’an, People’s Republic of ChinaSchool of Electronic Engineering, Xi’an Shi You University, Xi’an, People’s Republic of China4ABSTRACTThe parity space method can be applied to detect the fault of the time-invariant control system simply and effectively. However, the parity space method is greatly limited in the time-variant system. Therefore, in this paper, a TS fuzzy system is used to describe this kind of system. The system parameters are obtained based on TS fuzzy rules, and the decoupled fault detection vectors for different channels are designed. Using this vector, the residual representing fault information is extracted directly. Ideally, the fault detection of different channels is decoupled. However, sometimes the fully decoupled detection vector cannot be designed, then a suboptimal decoupled fault detection vector is proposed. Simulation and verification are carried out on a steady-state system and a TS fuzzy system.https://www.tandfonline.com/doi/10.1080/00051144.2022.2098747TS fuzzyfault detectionparity spacematrix normfuzzy control |
| spellingShingle | Wang Zheng Lei Xiao-Gang Decoupling fault detection vectors for fault detection in the TS fuzzy system Automatika TS fuzzy fault detection parity space matrix norm fuzzy control |
| title | Decoupling fault detection vectors for fault detection in the TS fuzzy system |
| title_full | Decoupling fault detection vectors for fault detection in the TS fuzzy system |
| title_fullStr | Decoupling fault detection vectors for fault detection in the TS fuzzy system |
| title_full_unstemmed | Decoupling fault detection vectors for fault detection in the TS fuzzy system |
| title_short | Decoupling fault detection vectors for fault detection in the TS fuzzy system |
| title_sort | decoupling fault detection vectors for fault detection in the ts fuzzy system |
| topic | TS fuzzy fault detection parity space matrix norm fuzzy control |
| url | https://www.tandfonline.com/doi/10.1080/00051144.2022.2098747 |
| work_keys_str_mv | AT wangzheng decouplingfaultdetectionvectorsforfaultdetectioninthetsfuzzysystem AT leixiaogang decouplingfaultdetectionvectorsforfaultdetectioninthetsfuzzysystem |