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Adaptive Fuzzy Finite-Time Output-Feedback Fault-Tolerant Control of Nonstrict-Feedback Systems Against Actuator Faults

Jun Zhang, Shaocheng Tong, Yongming Li

2020IEEE Transactions on Systems Man and Cybernetics Systems68 citationsDOI

Abstract

In this article, the finite-time fault-tolerant control (FTC) problem is investigated for uncertain nonlinear nonstrict-feedback systems. The nonstrict-feedback nonlinear system considered in this article contains unmeasured states, unknown control directions, unknown nonlinear dynamics, and actuator faults (both lock-in-place and loss of effectiveness). To realize the control objective, fuzzy-logic systems are used to approximate the unknown nonlinear functions, and a high-gain fuzzy state observer is developed. By using the Nussbaum function technique and combining with the adaptive backstepping control design, a fuzzy adaptive finite-time output-feedback FTC scheme is proposed. It is proved that the closed-loop system is practical finite-time stable (PFTS), and the system output can track a given reference signal. Simulation and comparison results further show the effectiveness of the proposed control strategy.

Topics & Concepts

Control theory (sociology)BacksteppingNonlinear systemActuatorFuzzy logicObserver (physics)Fuzzy control systemComputer scienceState observerAdaptive controlControl engineeringControl (management)EngineeringArtificial intelligenceQuantum mechanicsPhysicsAdaptive Control of Nonlinear SystemsAdaptive Dynamic Programming ControlFault Detection and Control Systems