A Cooperative Co-Evolutionary Controller for AC Induction Motor

Jian Sun; Qiang Wang; Jian Xiu Xiao

doi:10.4028/www.scientific.net/AMM.128-129.771

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 128-129A Cooperative Co-Evolutionary Controller for AC...

A Cooperative Co-Evolutionary Controller for AC Induction Motor

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.

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Periodical:

Applied Mechanics and Materials (Volumes 128-129)

Pages:

771-774

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.128-129.771

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Online since:

October 2011

Authors:

Jian Sun, Qiang Wang, Jian Xiu Xiao

Keywords:

AC Induction Motor, Cooperative Co-Evolution, Independent Evolution, χ² Distribution Function

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References

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