Title :
An Adaptive Fuzzy PI Controller for Nonlinear Systems
Author :
Huang, ChunMing ; Chen, Jen-Yang
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nan-Jeon Inst. of Technol., Tainan
Abstract :
In this paper, a proportional-integral (PI) controller which integrates the fuzzy system is proposed to solve the tracking problem of a class of nonlinear systems. To achieve this purpose, the gain parameters of PI controller are adapted by proposing adaptation laws, such that an ideal control law for nonlinear systems can be estimated. In addition to a compensated controller is designed to assure the system stability. Both control laws are derived from the Lyapunov stability analysis, so that the system tracking ability and the error convergence can be guaranteed in the closed-loop system. Finally, three nonlinear systems, an oscillation system, an inverted pendulum system, and an electric drive system are respectively utilized to show the satisfactory performances of the proposed control scheme
Keywords :
Lyapunov methods; PI control; adaptive systems; fuzzy control; fuzzy systems; nonlinear systems; stability; Lyapunov stability analysis; adaptive fuzzy PI controller; closed-loop system; control law; electric drive system; fuzzy system; inverted pendulum system; nonlinear system; oscillation system; proportional-integral controller; system stability; system tracking ability; Adaptive control; Control systems; Fuzzy control; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Pi control; Programmable control; Proportional control; Stability; Proportional-Integral Controller; adaptation law; fuzzy system; nonlinear system; system stability;
Conference_Titel :
Computational Engineering in Systems Applications, IMACS Multiconference on
Conference_Location :
Beijing
Print_ISBN :
7-302-13922-9
Electronic_ISBN :
7-900718-14-1
DOI :
10.1109/CESA.2006.4281709