Title :
Fault tolerant control of discrete uncertain time-delay systems based on T-S fuzzy models
Author :
Le Zhang ; Yang, Hong ; Jing, Yuan-Wei
Author_Institution :
Dept. of Inf. Eng., Shenyang Univ., Shenyang
Abstract :
The investigated problem combines the fuzzy control of uncertain discrete-time nonlinear systems with time-delay and the fault tolerant control. The control issue of nonlinear discrete-time systems is addressed via using Takagi-Sugeno fuzzy-system models. Parametric uncertainty and time-delay terms are employed in building Takagi-Sugeno model for the controlled plant hence it approaches more accurately the original system. The integrity and robustness are guaranteed for the closed-loop fuzzy system in sense of Lyapunov stability method. The sufficient conditions for the closed-loop fuzzy system possess integrity against actuator failures and sensor failures are derived in terms of linear matrix inequalities for the case with known bounds on uncertainties. The simulation results are offered to illustrate the effectiveness of the proposed approach.
Keywords :
Lyapunov methods; closed loop systems; delays; discrete time systems; fault tolerance; fuzzy control; fuzzy systems; linear matrix inequalities; nonlinear control systems; Lyapunov stability method; T-S fuzzy models; Takagi-Sugeno fuzzy system; closed loop fuzzy system; fault tolerant control; fuzzy control; linear matrix inequalities; parametric uncertainty; time delay systems; uncertain discrete time nonlinear systems; Control systems; Fault tolerant systems; Fuzzy control; Fuzzy systems; Lyapunov method; Nonlinear control systems; Nonlinear systems; Robust stability; Takagi-Sugeno model; Uncertainty; Lyapunov function; T-S fuzzy model; fault tolerant control; linear matrix inequality (LMI); nonlinear;
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.2008.4597953