Automated multi-mode fuzzy logic controller design

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 performanc...

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Bibliographic Details
Main Authors: Hugo, E.M., du Plessis, J.J.
Format: Conference Proceeding
Language:English
Subjects:
Adaptive control
Application software
Automatic control
Control systems
Design methodology
Error correction
Fuzzy control
Fuzzy logic
Fuzzy systems
Mathematical model
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Description
Summary: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.
ISSN:2158-9860
2158-9879
DOI:10.1109/ISIC.2001.971539