Title :
Automated multi-mode fuzzy logic controller design
Author :
Hugo, Etienne M. ; Du Plessis, Jan J.
Author_Institution :
Dept. of Electr. & Electron. Eng., Stellenbosch Univ., South Africa
Abstract :
An automated, multi-mode, fuzzy logic controller design method is presented. The method uses the sum of weights method to design consequences of an initial control rule base. The performance of the multi-mode controller is then improved using a model reference adaptive control scheme. The performance of the multi-mode fuzzy logic controller is compared to a self-learning, single-mode fuzzy logic controller using computer simulations and nonlinear plants
Keywords :
control system synthesis; fuzzy control; fuzzy set theory; model reference adaptive control systems; unsupervised learning; fuzzy control; fuzzy set theory; membership functions; model reference adaptive control; multiple mode controller; self-learning system; Adaptive control; Application software; Automatic control; Control systems; Design methodology; Error correction; Fuzzy control; Fuzzy logic; Fuzzy systems; Mathematical model;
Conference_Titel :
Intelligent Control, 2001. (ISIC '01). Proceedings of the 2001 IEEE International Symposium on
Conference_Location :
Mexico City
Print_ISBN :
0-7803-6722-7
DOI :
10.1109/ISIC.2001.971539
