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Finite-Time-Prescribed Performance-Based Adaptive Fuzzy Control for Strict-Feedback Nonlinear Systems With Dynamic Uncertainty and Actuator Faults

Huanqing Wang, Wen Bai, Xudong Zhao, Peter Liu

2021IEEE Transactions on Cybernetics291 citationsDOI

Abstract

In this article, finite-time-prescribed performance-based adaptive fuzzy control is considered for a class of strict-feedback systems in the presence of actuator faults and dynamic disturbances. To deal with the difficulties associated with the actuator faults and external disturbance, an adaptive fuzzy fault-tolerant control strategy is introduced. Different from the existing controller design methods, a modified performance function, which is called the finite-time performance function (FTPF), is presented. It is proved that the presented controller can ensure all the signals of the closed-loop system are bounded and the tracking error converges to a predetermined region in finite time. The effectiveness of the presented control scheme is verified through the simulation results.

Topics & Concepts

Control theory (sociology)ActuatorFuzzy logicController (irrigation)Nonlinear systemTracking errorComputer scienceBounded functionFuzzy control systemFault (geology)Adaptive controlScheme (mathematics)Control engineeringControl (management)EngineeringMathematicsArtificial intelligenceGeologyQuantum mechanicsPhysicsAgronomyMathematical analysisBiologySeismologyAdaptive Control of Nonlinear SystemsAdaptive Dynamic Programming ControlFuzzy Logic and Control Systems