Title :
Design of a switching controller for nonlinear systems with unknown parameters based on a fuzzy logic approach
Author :
Lam, H.K. ; Leung, F.H.F. ; Lee, Y.S.
Author_Institution :
Dept. of Electron. & Inf. Eng., Hong Kong Polytech. Univ., China
fDate :
4/1/2004 12:00:00 AM
Abstract :
This paper deals with nonlinear plants subject to unknown parameters. A fuzzy model is first used to represent the plant. An equivalent switching plant model is then derived, which supports the design of a switching controller. It will be shown that the closed-loop system formed by the plant and the switching controller is a linear system. Hence, the system performance of the closed-loop system can be designed. An application example on controlling a two-inverted pendulum system on a cart is given to illustrate the design procedure of the proposed switching controller.
Keywords :
closed loop systems; control system synthesis; fuzzy control; fuzzy systems; nonlinear control systems; pendulums; time-varying systems; uncertain systems; Takagi-Sugeno-Kang fuzzy plant model; closed-loop system two-inverted pendulum system; fuzzy logic approach; nonlinear systems; switching controller; switching plant model; unknown parameters; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Linear systems; Mathematical model; Nonlinear control systems; Nonlinear systems; Stability; System performance;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2003.820596