| 基于人工神经网络的感应电动机转子电阻参数辨识 |
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| 引用本文： | 王丽敏,王德明. 基于人工神经网络的感应电动机转子电阻参数辨识[J]. 农业工程学报, 1999, 15(4): 182-186 |
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| 作者姓名： | 王丽敏 王德明 |
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| 作者单位： | 江苏理工大学;江苏理工大学 |
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| 摘 要： | 为应用人工神经网络于感应电动机传动系统中，提出了一种基于Ｈｏｐｆｉｅｌｄ神经网络的感应电动机参数辨识方法。这种方法的精确性不受网络初值及控制参数的影响。仿真结果证明了人工神经网络辨识方法的精确性和快速性。
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| 关 键 词： | 感应电动机 人工神经网络 参数辨识 |
| 收稿时间： | 1999-05-27 |
| 修稿时间： | 1999-05-27 |
Induction Motor Parameters Identification Based on Artificial Neural Network |
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| Wang Limin and Wang deming. Induction Motor Parameters Identification Based on Artificial Neural Network[J]. Transactions of the Chinese Society of Agricultural Engineering, 1999, 15(4): 182-186 |
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| Authors: | Wang Limin and Wang deming |
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| Abstract: | As a try to use Artificial Neural Network(ANN) on Induction Motor. The method based on Hopfield Neural Network which was employed for system parameter identification and close loop AC drive system identification. The validity of the derived method is not influenced by control parameters and the original value of the neural network. Simulation results have proved the validity of this Neural Network based on AC drive system indentification scheme. |
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| Keywords: | Induction motor Artificial Neural Network(ANN) parameters identification |
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