| 基于粗糙神经网络和网络撕裂的故障诊断方法 |
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| 引用本文： | 阎松涛,李牧,刘志远,章世锋,缑磊.基于粗糙神经网络和网络撕裂的故障诊断方法[J].军械工程学院学报,2007,19(3):42-45. |
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| 作者姓名： | 阎松涛 李牧 刘志远 章世锋 缑磊 |
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| 作者单位： | 海军航空工程学院控制工程系，作战指挥系，海军航空工程学院控制工程系，92095部队，92095部队 山东烟台264001，海军兵种指挥学院陆军岸防战术指挥系，广东广州510430，山东烟台264001，浙江路桥318050，浙江路桥318050 |
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| 摘 要： | 利用网络撕裂法逐层将复杂装备撕裂为较为简单的单元,并充分利用粗糙集和神经网络融合方法的优点进行故障诊断。提出了基于粗糙神经网络的网络撕裂故障诊断方法,总结出基于粗糙神经网络和网络撕裂的故障算法流程图。以L-F滤波器为例进行实验,结果证明:该算法明显优于普通的基于粗糙神经网络的故障诊断方法,网络结构得到简化,训练速度得到加快。
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| 关 键 词： | 粗糙集 神经网络 网络撕裂 故障诊断 |
| 文章编号： | 1008-2956(2007)03-0042-04 |
| 修稿时间： | 2007年4月16日 |
Fault Diagnosis Based on the Rough Neural Network and Network Ripping |
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| YAN Song-tao,LI Mu,LIU Zhi-yuan,ZHANG Shi-feng,GOU Lei.Fault Diagnosis Based on the Rough Neural Network and Network Ripping[J].Journal of Ordnance Engineering College,2007,19(3):42-45. |
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| Authors: | YAN Song-tao LI Mu LIU Zhi-yuan ZHANG Shi-feng GOU Lei |
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| Institution: | YAN Song-tao1,2,LI Mu3,LIU Zhi-yuan1,ZHANG Shi-feng4,GOU Lei4 |
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| Abstract: | A fault diagnosis method is presented in this paper which is based on the rough neural network and network ripping and for the complex equipment.The complex equipment is ripped into simpler parts using the network ripping and then the synthetic method of the rough set and neural network is used in the fault diagnosis of these simpler parts.The flow chart of the fault diagnosis method is tried out which is based on the rough neural network and network ripping.In the example of the L-F filter,the result shows that the method in the paper is better than the normal fault diagnosis based on the rough neural network.The neural architecture is simpler and the training takes less time. |
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| Keywords: | rough set neural network network ripping fault diagnosis |
| 本文献已被 CNKI 维普 等数据库收录！ |
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