Title :
Fuzzy adaptive robust fault-tolerant control for SISO uncertain nonlinear systems via backstepping
Author :
Tong, Shaocheng ; Ren, Lijie
Author_Institution :
Dept. of Math. & Phys., Liaoning Univ. of Technol., Jinzhou
Abstract :
In this paper, we have developed an adaptive fuzzy fault tolerant control approach for a class of perturbed and strict feedback nonlinear systems with actuators faults. Based on the idea of a corrective control law which activated in the presence of a fault, fuzzy logic systems are used to learn the unknown dynamics and the unknown fault functions on-line and provide the fault tolerant control law. Combining the fuzzy adaptive control and the backstepping design techniques, a robust fuzzy adaptive fault control approach is developed and the closed-loop stability of the proposed fault tolerant control scheme is rigorously proved using Lyapunov theory and illustrated based on a simulation example.
Keywords :
Lyapunov methods; closed loop systems; control system synthesis; fault diagnosis; fault tolerance; feedback; fuzzy control; learning systems; multivariable control systems; nonlinear control systems; perturbation techniques; robust control; uncertain systems; Lyapunov theory; SISO uncertain nonlinear system; actuators faults; adaptive control; backstepping design technique; closed-loop stability; corrective control law; fault functions; fault-tolerant control; fuzzy control; fuzzy logic systems; learning system; perturbed system; robust control; strict feedback nonlinear system; Adaptive control; Backstepping; Control systems; Fault tolerant systems; Fuzzy control; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Programmable control; Robust control; Adaptive Fuzzy Control; Backstepping; Robust Fault Tolerant Control; Stability;
Conference_Titel :
Control and Decision Conference, 2008. CCDC 2008. Chinese
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-1733-9
Electronic_ISBN :
978-1-4244-1734-6
DOI :
10.1109/CCDC.2008.4597805