Title :
Robust reliable control for uncertain singular stochastic fuzzy systems with time-delay
Author :
Zhang, Aiqing ; Fang, Huajing
Author_Institution :
Coll. of Math. & Comput. Sci., Jianghan Univ., Wuhan
Abstract :
This paper deals with the design problem of robust reliable controller for nonlinear singular stochastic systems. The Takagi-Sugeno (T-S) fuzzy model is employed to represent a nonlinear singular stochastic system with norm-bounded parameter uncertainties and time-delay. Based on linear matrix inequality (LMI) techniques and stability theory of stochastic differential equations, stochastic Lyapunov function method is adopted to design a state feedback fuzzy controller. The resulting closed-loop fuzzy system is robustly reliable stochastically stable for all admissible uncertainties as well as different actuator fault cases. A sufficient condition of existence and design method of robust reliable controller is presented. Finally, a numerical simulation is given to illustrate the effectiveness of the proposed method.
Keywords :
Lyapunov methods; closed loop systems; delay systems; differential equations; fuzzy control; linear matrix inequalities; robust control; state feedback; stochastic systems; uncertain systems; Takagi-Sugeno fuzzy model; closed-loop fuzzy system; linear matrix inequality techniques; nonlinear singular stochastic systems; parameter uncertainties; robust reliable control; stochastic Lyapunov function method; stochastic differential equations; time-delay systems; uncertain singular stochastic fuzzy systems; Control systems; Fuzzy systems; Linear matrix inequalities; Nonlinear control systems; Robust control; Stability; Stochastic processes; Stochastic systems; Takagi-Sugeno model; Uncertain systems; Fuzzy control; LMI; Reliable control; Singular systems; Stochastic stability;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4594044