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A Cooperative Co-Evolutionary Controller for AC Induction Motor

Authors :
Jian Sun
Jian Xiu Xiao
Qiang Wang
Source :
Applied Mechanics and Materials. :771-774
Publication Year :
2011
Publisher :
Trans Tech Publications, Ltd., 2011.

Abstract

Considering the nonlinearity and strong coupling of AC induction motor, a co-evolutionary control method is proposed for it,based on this method, distribution function is introduced to regulate the probabilities of individuals production to promote the speed of evolutionary according to the characteristic of control system . Compared with the traditional genetic algorithm, the searching space has been decreased greatly by the method. Furthermore, tested on AC induction motor, the controller in this paper has the traits of high-speed response and small overshoot so on.

Details

ISSN :
16627482
Database :
OpenAIRE
Journal :
Applied Mechanics and Materials
Accession number :
edsair.doi...........095aa71ac31d372b06b4b46192cb451a
Full Text :
https://doi.org/10.4028/www.scientific.net/amm.128-129.771