Title :
Stability analysis and design of fuzzy control systems based on interval approach
Author :
Wang, Y. ; Zhang, Q.L. ; Liu, X.D. ; Tong, S.C.
Author_Institution :
Coll. of Sci., Northeastern Univ., Shenyang, China
Abstract :
Based on the equivalent representation of interval matrix, the stability problem of fuzzy control system is converted into the robust stability problem of linear system with time-varying uncertainty. A necessary and sufficient condition for the quadratic stability of T-S fuzzy system is given, then, the controller design procedure is shown. In the case that the input matrices are identical, a necessary and sufficient condition for the quadratic stabilizability of the system is obtained, the fuzzy controller can be constructed directly. Simulation result shows the effectiveness and advantage of the proposed method.
Keywords :
control system analysis; control system synthesis; fuzzy control; linear systems; matrix algebra; robust control; stability criteria; time-varying systems; uncertain systems; T-S fuzzy system; fuzzy control systems; input matrices; interval approach; interval matrix; linear system; necessary and sufficient condition; quadratic stability; quadratic stabilizability; robust stability problem; stability analysis; stability design; time-varying uncertainty; Control systems; Fuzzy control; Fuzzy systems; Linear systems; Matrix converters; Robust stability; Stability analysis; Sufficient conditions; Time varying systems; Uncertainty;
Conference_Titel :
Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
Print_ISBN :
0-7803-7268-9
DOI :
10.1109/WCICA.2002.1022133