Title :
Fuzzy model based predictive control
Author :
Kim, Jin-Hwan ; Huh, Uk
Author_Institution :
Doowon Tech. Coll., South Korea
Abstract :
In this paper, the predictive control with the fuzzy model is developed. Predictive control is an effective technique, and the use of a fuzzy model enhances its usefulness for nonlinear processes. The proper fuzzy model is obtained by fuzzy c-means method. Finally, the fuzzy model based predictive control is demonstrated by the nonlinear model with the sensitive dynamics and it is compared with the predictive control with the linear based model
Keywords :
fuzzy control; nonlinear control systems; predictive control; fuzzy c-means method; fuzzy model based predictive control; nonlinear processes; sensitive dynamics; Artificial intelligence; Control systems; Fuzzy control; Fuzzy logic; Fuzzy sets; Nonlinear control systems; Nonlinear systems; Predictive control; Predictive models; Process control;
Conference_Titel :
Fuzzy Systems Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-4863-X
DOI :
10.1109/FUZZY.1998.687520
