Title :
A new guaranteed cost control method of T-S fuzzy system with time-delay
Author :
Zhoupeng Ji ; Feifei Zhao
Author_Institution :
Inf. Eng. Acad., China
Abstract :
In this paper, the problem of guaranteed cost control for nonlinear fuzzy systems with time-delay is studied via fuzzy control method. First, the Takagi-Sugeno (T-S) fuzzy model is adopted for representing a nonlinear system, and then a state feedback fuzzy controller is developed. A new method is proposed by defining new Lyapunov-Krasovskii functions, free weighing matrix and introducing some integral inequalities. By using linear matrix inequalities (LMIs), sufficient conditions that ensure guaranteed cost control of nonlinear system is derived. Finally, simulation example is given to illustrate the effectiveness of the proposed methods.
Keywords :
Lyapunov methods; cost optimal control; delays; fuzzy control; fuzzy systems; linear matrix inequalities; nonlinear control systems; state feedback; Lyapunov-Krasovskii functions; T-S fuzzy system; Takagi-Sugeno fuzzy model; free weighing matrix; fuzzy control method; guaranteed cost control method; linear matrix inequalities; nonlinear fuzzy systems; state feedback fuzzy controller; time-delay; Cost function; Delay effects; Fuzzy control; Nonlinear systems; Stability criteria; Guaranteed cost control; T-S fuzzy model; Time delay;
Conference_Titel :
Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
Conference_Location :
Harbin, Heilongjiang
Print_ISBN :
978-1-61284-087-1
DOI :
10.1109/EMEIT.2011.6024122