Reduced Model-Based Fault Detector and Controller Design for Discrete-Time Switching Fuzzy Systems

The reduced model-based coordinated design of fault detectors and controllers for discrete-time switching fuzzy systems is examined. First, the mean-square exponential stabilization of switching Takagi-Sugeno fuzzy systems is performed using the average dwell time method under an arbitrary switching...

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Veröffentlicht in:IEEE transactions on fuzzy systems 2023-02, Vol.31 (2), p.669-681
Hauptverfasser: Tan, Yaoyao, Su, Xiaojie, Bing, Zhenshan, Yang, Xiaokui, Knoll, Alois
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Sprache:eng
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Zusammenfassung:The reduced model-based coordinated design of fault detectors and controllers for discrete-time switching fuzzy systems is examined. First, the mean-square exponential stabilization of switching Takagi-Sugeno fuzzy systems is performed using the average dwell time method under an arbitrary switching law. Next, using segmented Lyapunov function techniques, a dynamic full- and reduced-order fault detector and controller is designed to ensure that the overall dynamic residual system is mean-square exponentially stable with a balanced \mathcal {H}_{\infty } performance level (\xi, \beta). The solvability conditions for the fault detector and controller are derived using a linearization method, and the relevant parameters can be determined using the mathematical linear matrix solver toolbox. Two examples including a switching Chua's circuit system are presented to demonstrate the effectiveness of the proposed fault detector and controller.
ISSN:1063-6706
1941-0034
DOI:10.1109/TFUZZ.2022.3187195