| Apriori算法在雷达故障诊断系统中的应用研究 |
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| 引用本文： | 张玉强,于凤全,金立峰,朱晓飞.Apriori算法在雷达故障诊断系统中的应用研究[J].数字社区&智能家居,2011(7). |
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| 作者姓名： | 张玉强 于凤全 金立峰 朱晓飞 |
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| 作者单位： | 海军飞行学院教研部实验中心;海军飞行学院教研部; |
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| 摘 要： | 针对某型雷达设备复杂、检修困难的问题,利用Apriori算法从该型雷达历史维修记录中提取故障征兆和故障间的关联关系,设计建立故障诊断系统。重点介绍了规则挖掘机和系统逻辑结构。使用表明该系统较好的提高了雷达故障诊断的效率,节约了诊断成本。
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| 关 键 词： | Apriori算法 雷达 故障诊断 关联规则 |
Application Research of Apriori Algorithm in Radar Fault Diagnosis |
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| ZHANG Yu-qiang,YU Feng-quan,JIN Li-feng,ZHU Xiao-fei.Application Research of Apriori Algorithm in Radar Fault Diagnosis[J].Digital Community & Smart Home,2011(7). |
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| Authors: | ZHANG Yu-qiang YU Feng-quan JIN Li-feng ZHU Xiao-fei |
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| Affiliation: | ZHANG Yu-qiang1,YU Feng-quan2,JIN Li-feng2,ZHU Xiao-fei2(1.Experimental Center,Education and Research Department,The Naval Fly Academy,Huludao 125001,China,2.Education and Research Department,China) |
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| Abstract: | Aiming at the problem of structure complex and maintenance difficult of a certain radar,this article introduces Apriori algorithm to mine association relation from the historical maintenance record and uses the association relation to devise and establish a fault diagnosis system.The paper mainly introduces the mining machine and logic structure of the fault diagnosis system.Application shows this system can improve efficiency of radar fault diagnosis and save diagnosis cost. |
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| Keywords: | apriori algorithm radar fault diagnosis association relation |
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