Title :
Observer based dissipative reliable control for Takagi-Sugeno fuzzy systems with time delay
Author :
Gassara, Hamdi ; Siala, Fatma ; El Hajjaji, A. ; Chaabane, Mohamed
Abstract :
This paper is concerned with the design of α-dissipative reliable control for continuous Takagi-Sugeno (T-S) fuzzy systems with unavailable states and time-varying delay. The sufficient conditions for the existence of fuzzy observer and the α-dissipative reliable fuzzy controller are given in terms of Linear Matrix Inequalities (LMI) which can be solved efficiently by using the LMI optimization techniques. The conditions are obtained by using a free weighting matrix technique (Newton Leibniz formula) without imposing model transformation which reduce the conservatism. The obtained LMI are dependent, not only upon upper bound of time delay, but also on the dissipative margin α and on the actuator failure parameter. Furthermore, a more general actuator failure model is adopted in this paper, which covers the typical work status of actuator, i.e. normal operation, partial degradation and outage. The results of H∞ performance, positive realness and mixed of H∞ and positive real performance are easy corollaries of the dissipative result. A numerical example is given in order to demonstrate the effectiveness of our result.
Keywords :
Newton method; delays; fuzzy control; linear matrix inequalities; observers; optimisation; time-varying systems; α-dissipative reliable fuzzy controller; LMI optimization techniques; Newton Leibniz formula; T-S fuzzy systems; Takagi-Sugeno fuzzy systems; actuator failure parameter; free weighting matrix technique; fuzzy observer; linear matrix inequalities; observer based dissipative reliable control; time-varying delay; Actuators; Delay effects; Fuzzy systems; Linear matrix inequalities; Mathematical model; Reliability; Symmetric matrices;
Conference_Titel :
Control & Automation (MED), 2013 21st Mediterranean Conference on
Conference_Location :
Chania
Print_ISBN :
978-1-4799-0995-7
DOI :
10.1109/MED.2013.6608923