Title :
Fuzzy state feedback controller for nonlinear systems: stability analysis and design
Author :
Lam, H.K. ; Leung, F.H.F. ; Tam, P.K.S.
Author_Institution :
Hong Kong Polytech., Hung Hom, Hong Kong
Abstract :
Presents the stability analysis of a fuzzy control system consisting of a nonlinear plant and a fuzzy controller and the design of the membership functions of the fuzzy controller. The nonlinear plant is represented by a fuzzy model having p rules. A c-rule fuzzy state-feedback controller is used to close the feedback loop. A design methodology for the fuzzy controller is provided. Under this design, the stability condition is reduced to p linear matrix inequalities. An application example on stabilizing a mass-spring-damper system is given
Keywords :
control system analysis; control system synthesis; fuzzy control; matrix algebra; nonlinear control systems; stability; state feedback; design methodology; fuzzy state feedback controller; linear matrix inequalities; mass-spring-damper system; membership functions; stability analysis; stability condition; Control systems; Design methodology; Feedback loop; Fuzzy control; Fuzzy systems; Linear matrix inequalities; Nonlinear control systems; Nonlinear systems; Stability analysis; State feedback;
Conference_Titel :
Fuzzy Systems, 2000. FUZZ IEEE 2000. The Ninth IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-5877-5
DOI :
10.1109/FUZZY.2000.839102