DocumentCode
2012872
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
fYear
2001
fDate
2001
Firstpage
376
Lastpage
382
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control, 2001. (ISIC '01). Proceedings of the 2001 IEEE International Symposium on
Conference_Location
Mexico City
ISSN
2158-9860
Print_ISBN
0-7803-6722-7
Type
conf
DOI
10.1109/ISIC.2001.971539
Filename
971539
Link To Document