| 神经网络专家系统在电机故障诊断中的应用 |
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| 引用本文： | 刘朝云,翟春燕,李书臣,苏成立. 神经网络专家系统在电机故障诊断中的应用[J]. 电子设计工程, 2014, 0(15): 159-161 |
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| 作者姓名： | 刘朝云 翟春燕 李书臣 苏成立 |
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| 作者单位： | 辽宁石油化工大学信息与控制工程学院,辽宁抚顺113001 |
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| 基金项目： | 辽宁省科技攻关项目（2011216011） |
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| 摘 要： | 针对传统专家系统不能进行自学习、自适应的问题，本文提出了基于神经网络专家系统的异步电机故障诊断方法。本文将小波神经网络和专家系统相结合，充分发挥了二者故障诊断的优点，很大程度上降低了对电机的诊断误差。仿真结果验证了该算法的有效性。
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| 关 键 词： | 异步电机 故障诊断 神经网络 专家系统 |
Application of neural network expert system for fault diagnosis in motor |
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| LIU Chao-yun,ZHAI Chun-yan,LI Shu-chen,SU Cheng-li. Application of neural network expert system for fault diagnosis in motor[J]. Electronic Design Engineering, 2014, 0(15): 159-161 |
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| Authors: | LIU Chao-yun ZHAI Chun-yan LI Shu-chen SU Cheng-li |
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| Affiliation: | (College of lnformation and Control Engineering,Liaoning Shihua University,Fushun 113001, China) |
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| Abstract: | A method of asynchronous motor fault diagnosis was established based on neural network expert system because the traditional expert system cannot be self learning and adaptive.The algorithm combined the wavelet neural network with expert system,and it give full play to the fault diagnosis of their advantages .It reduce the diagnostic error for motor greatly. The simulation results show the effectiveness of the algorithm. |
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| Keywords: | asynchronous motor fault diagnose neural network expert system |
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