A Cooperative Co-Evolutionary Controller for AC Induction Motor

被引：0
|
作者：
Sun Jian [1 ]
Wang Qiang [1 ]
Xiao Jianxiu [1 ]
机构：
[1] China Three Gorges Univ, Coll Elect Engn & New Source, Yichang 443002, Peoples R China
来源：
MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION IV, PTS 1 AND 2 | 2012年 / 128-129卷
关键词：
AC induction motor; cooperative co-evolution; chi(2) distribution function; independent evolution;
D O I：
10.4028/www.scientific.net/AMM.128-129.771
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Considering the nonlinearity and strong coupling of AC induction motor, a co-evolutionary control method is proposed for it, based on this method, chi(2) 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.
引用
收藏
页码：771 / 774
页数：4
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