Application of Self-adaptive Differential Evolution Algorithm in PMSM Controiler

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Application of Self-adaptive Differential Evolution Algorithm in PMSM Controiler

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[1]WANGJie,HU Yuchun,BI Haoyang.Application of Self-adaptive Differential Evolution Algorithm in PMSM Controiler[J].Journal of Zhengzhou University (Engineering Science),2013,34(06):20-23.[doi:10.3969/j.issn.1671-6833.2013.06.005]

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Journal of Zhengzhou University (Engineering Science)[ISSN 1671-6833/CN 41-1339/T] Volume: 34卷 Number of periods: 2013 06 Page number: 20-23 Column: Public date: 2013-12-30

Title:: Application of Self-adaptive Differential Evolution Algorithm in PMSM Controiler

Author(s):: WANGJie; HU Yu—chun; BI Hao—yang; School of Electrical Engineering，Zhengzhou University，Zhengzhou450001，China)

Keywords:: elf—adaptivedifferential evolution; PMSM; PID

CLC:: TM301

DOI:: 10.3969/j.issn.1671-6833.2013.06.005

Abstract:: This paperpresents a self-adaptive differential evolution algorithm，the fast convergenceandrobust— ness of this algorithm can beachieved by the self-adaptiveadjustment of evolutionalparameters．Thisalgorithm is used to design a PID controller for permanent magnet synchronousmotor，whose PID parameters are optimized by the self-adaptive differential evolution algorithm．The experimental results show that dynamic and static characteristics of thePMSM speed control system，which is optimized byself-adaptive differential evolution algorithm，have been improved significantly．

References:: [1]王秀和.永磁电机[M]．北京:中国电力出版社，2011 :5 - 8.
[2]杨华芬,杨有,尚晋.一种改进的进化神经网络优化设计方法[J]．郑州大学学报:工学版,2010，31(5) : 116 - 120.
[3]DAVID BF. Evolutionary computation :Toward a newphilosophy of machine intelligence [ M ]. New York ;IEEE Press，2000: 185 - 200.

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