Title :
Adaptive Fuzzy Fault-Tolerant Control for Uncertain Nonlinear Systems
Author :
Li, Yongming ; Tong, Shaocheng
Author_Institution :
Dept. of Math. & Phys., Liaoning Univ. of Technol., Jinzhou
Abstract :
A robust fault-tolerant adaptive fuzzy control design scheme for a class of perturbed and strict feedback nonlinear systems with actuators fault is proposed. The design is based on backstepping and dynamic surface technique. The continuous robust term is adopted to minimize the influence of modeling error or disturbance and the fuzzy logic systems are used to approximate to the nonlinear functions of systems and the fault functions. Meanwhile, we incorporate dynamic surface control technique into the design framework, and the "explosion of complexity" problem is avoided. By theoretical analysis, the closed loop system is proven to be uniformly ultimately bounded, with tracking error converging to a residual set. Simulation results demonstrate the effectiveness of the approach.
Keywords :
adaptive control; closed loop systems; control system synthesis; feedback; fuzzy control; fuzzy logic; nonlinear control systems; robust control; uncertain systems; actuator fault; backstepping technique; closed loop system; dynamic surface control technique; fuzzy logic systems; perturbed feedback nonlinear systems; robust fault-tolerant adaptive fuzzy control design; strict feedback nonlinear systems; tracking error; uncertain nonlinear systems; Adaptive control; Control systems; Fault tolerant systems; Feedback; Fuzzy control; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Programmable control; Robust control;
Conference_Titel :
Innovative Computing Information and Control, 2008. ICICIC '08. 3rd International Conference on
Conference_Location :
Dalian, Liaoning
Print_ISBN :
978-0-7695-3161-8
Electronic_ISBN :
978-0-7695-3161-8
DOI :
10.1109/ICICIC.2008.623