| 基于粗糙集混合系统的雷达印制板故障智能诊断 |
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| 引用本文： | 代建鹏,魏震生,王春平,邱风.基于粗糙集混合系统的雷达印制板故障智能诊断[J].电光与控制,2009,16(8). |
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| 作者姓名： | 代建鹏 魏震生 王春平 邱风 |
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| 作者单位： | 1. 军械工程学院光学与电子工程系,石家庄,050003
2. 中国人民解放军65185部队,沈阳,110141 |
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| 摘 要： | 新型雷达可更换的板级电路复杂、数量多。为了快速诊断板级电路故障,提出了采用分类的粗糙集-神经网络-专家系统的混合系统实现雷达装备的故障诊断。简要介绍混合系统进行雷达板级电路故障诊断的工作原理;建立了故障诊断样本;并以实例对粗糙集-神经网络-专家系统的混合系统进行训练和实际诊断。结果表明,该方法诊断准确性高,比其他方法更为快速有效,较好地解决了雷达可更换板级电路的故障诊断问题。
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| 关 键 词： | 粗糙集 神经网络 专家系统 雷达板极电路 故障诊断 |
Intelligent Fault Diagnosis of Radar Printed Plates Based on Rough Set Hybrid System |
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| DAI Jianpeng,WEI Zhensheng,WANG Chunping,QIU Feng.Intelligent Fault Diagnosis of Radar Printed Plates Based on Rough Set Hybrid System[J].Electronics Optics & Control,2009,16(8). |
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| Authors: | DAI Jianpeng WEI Zhensheng WANG Chunping QIU Feng |
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| Institution: | 1.Ordnance Engineering College;Shijiazhuang050003;China;2.Repairing Station of Ordnance and Radar of Shenyang Military Region;Shenyang110141;China |
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| Abstract: | In the new type of radar,there are many complicated replaceable board-level circuits.To diagnose the board-level circuit fault rapidly,we put forward a hybrid system of rough set,neural network,and expert system for fault diagnosis of radar equipment.The working principle of the hybrid system in board-level circuit fault diagnosis of radar was introduced.A platform of fault sample training and fault diagnosis was established.An example was trained and actually diagnosed with the hybrid system of rough set-n... |
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| Keywords: | rough set neural network expert system radar board-level circuit fault diagnosis |
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