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Fault-Tolerant Fuzzy Observer-Based Fixed-Time Tracking Control for Nonlinear Switched Systems

Di Cui, Choon Ki Ahn, Zhengrong Xiang

2023IEEE Transactions on Fuzzy Systems102 citationsDOI

Abstract

This article focuses on developing an adaptive output feedback fault-tolerant fixed-time tracking control strategy for a class of switched nonlinear systems with nonaffine faults. To approximate the unmeasurable states, a mode-dependent state switched fuzzy observer is generated using fuzzy logic systems and a Butterworth low-pass filter. Next, an adaptive fixed-time tracking control strategy is developed by combining dynamic surface technology with the backstepping method. An improved mode-dependent average dwell-time switching rule is also introduced to ensure the stability of switched nonlinear systems with unstable subsystems. A stability analysis proves the effectiveness of the proposed control scheme in stabilizing the switched nonlinear system under mode-dependent average dwell-time switching, ensuring that the tracking error reaches the residual set within a derived settling time. Finally, a switched resistor–inductor–capacitor circuit example is provided to demonstrate the validity of the proposed strategy.

Topics & Concepts

Control theory (sociology)BacksteppingFuzzy logicDwell timeSettling timeNonlinear systemComputer scienceTracking errorFuzzy control systemObserver (physics)Adaptive controlControl engineeringEngineeringControl (management)Step responseClinical psychologyQuantum mechanicsMedicineArtificial intelligencePhysicsAdaptive Control of Nonlinear SystemsStability and Control of Uncertain SystemsAdaptive Dynamic Programming Control
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