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基于传递函数的遗传算法感应电机参数辨识
引用本文:杜远远,张鹏,陈振江,贾赟,臧艳. 基于传递函数的遗传算法感应电机参数辨识[J]. 电力学报, 2013, 28(1): 32-34,39
作者姓名:杜远远  张鹏  陈振江  贾赟  臧艳
作者单位:1. 太原理工大学,太原030024;山西电力职业技术学院,太原030021
2. 北京交通大学,北京,100044
3. 太原理工大学,太原,030024
4. 山西电力职业技术学院,太原,030021
5. 山西省电力公司太原供电公司,太原,030032
摘    要:提出了一种基于传递函数的感应电机参数辨识方法,这种方法是通过计算感应电机实际输出和电气模型输出的差值来不断对估计模型进行修正,从而辨识出感应电机参数,并与传统的最小二乘算法辨识结果和电机参数真值进行了比较。实验证明,采用该方法对感应电动机进行参数辨识是可行的,辨识结果是可信的。

关 键 词:感应电机  参数辨识  遗传算法  传递函数

Identification of Induction Motor Parameters Using Genetic Algorithm Based on Transfer Function
DU Yuan-yuan , ZHANG Peng , CHEN Zhen-jiang , JIA Yun , ZANG Yan. Identification of Induction Motor Parameters Using Genetic Algorithm Based on Transfer Function[J]. Journal of Electric Power, 2013, 28(1): 32-34,39
Authors:DU Yuan-yuan    ZHANG Peng    CHEN Zhen-jiang    JIA Yun    ZANG Yan
Affiliation:1.Taiyuan University of Technology,Taiyuan 030024,China;2.Shanxi Electric Vocational and Technical College,Taiyuan 030021,China;3.Beijing Jiaotong University,Beijing 100044,China;4.Taiyuan Power Supply Company,Taiyuan 030032,China)
Abstract:In this paper,the Genetic Algorithm is used to identify the parameters of the induction motor based on the transfer function.The error between the actual output of an induction motor and the output of the model is used as the criterion to correct the model parameters.These model parameters are the parameters of the induction motor.To compare with the Genetic Algorithm,the Least Squares Algorithm is also used to identify the parameters of the induction motor.Experimental results show that this method is feasible and that the identification result is believable.
Keywords:induction motor  parameter identification  genetic algorithm  transfer function
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