Title :
Stability analysis of nonlinear fuzzy PI control systems
Author :
Chen, Guanrong ; Ying, Hao
Author_Institution :
Dept. of Electr. Eng., Houston Univ., TX, USA
Abstract :
In this paper, we analyze the stability of nonlinear fuzzy PI (proportional-integral) control systems. The fuzzy PI controller involved is actually a nonlinear adaptive PI controller whose gains change continuously with output of the processes under control. We have employed the “small gain theorem” to obtain a simple sufficient condition for the global asymptotic stability of the nonlinear fuzzy PI control systems. In addition, we have proven that in a conventional PI control system, if the linear PI controller is replaced by the nonlinear fuzzy PI controller, then the stability of the resulting control system remains unchanged. This result is true no matter the given process is linear or not. We have also derived explicit formulas for the computation of the fuzzy PI controller parameters, using only the proportional and integral gains of the corresponding linear PI controller
Keywords :
adaptive control; control system analysis; fuzzy control; nonlinear control systems; stability; two-term control; global asymptotic stability; integral gains; nonlinear adaptive PI controller; nonlinear fuzzy PI control systems; proportional gains; small gain theorem; sufficient condition; Adaptive control; Control systems; Fuzzy control; Fuzzy systems; Nonlinear control systems; Pi control; Process control; Programmable control; Proportional control; Stability analysis;
Conference_Titel :
Industrial Fuzzy Control and Intelligent Systems, 1993., IFIS '93., Third International Conference on
Conference_Location :
Houston, TX
Print_ISBN :
0-7803-1485-9
DOI :
10.1109/IFIS.1993.324200