| 神经网络在直流无刷电机控制系统中的应用 |
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| 引用本文： | 李华,张健,马晓军,宋晓庆. 神经网络在直流无刷电机控制系统中的应用[J]. 太原理工大学学报, 2002, 33(5): 475-477 |
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| 作者姓名： | 李华 张健 马晓军 宋晓庆 |
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| 作者单位： | 装甲兵工程学院控制工程系 |
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| 基金项目： | 国家教育部青年骨干教师资助项目 (2 0 0 1JC0 6) |
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| 摘 要： | 采用多层神经网络结构控制电传动系统中的无刷直流电机。首先，离线训练神经网络；然后，采用神经网络在线控制电机的速度。建立了带有神经网络的电传动系统仿真模型来验证所采用的神经网络结构，仿真结果表明，系统抗扰动性很明显。
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| 关 键 词： | 控制系统 神经网络 直流无刷电机 电传动 |
| 文章编号： | 1007-9432(2002)05-0475-03 |
| 修稿时间： | 2002-04-15 |
Application of Neuronetwork in the Control System of DC Motor |
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| Li Hua,Zhang Jian,Ma Xiaojun,Song Xiaoqing. Application of Neuronetwork in the Control System of DC Motor[J]. Journal of Taiyuan University of Technology, 2002, 33(5): 475-477 |
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| Authors: | Li Hua Zhang Jian Ma Xiaojun Song Xiaoqing |
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| Affiliation: | The Institute of Armor Engineering |
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| Abstract: | In this paper ,a multi layer neural network (NN) architecture is proposed for the control of DC brushless motor operating in electrical drive system. Firstly we trained neural network off line, secondly we adopt NN to control the speed of motor on line. The simulation model of electrical drive system with NN is built to test the adopted NN structure. The simulation results showed that the system robustness was quite evident even in the presence of random disturbances. |
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| Keywords: | neural network DC brushless motor electric drive |
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