| 基于二叉树支持向量机的装备故障诊断研究 |
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| 引用本文： | 陈维,刘军尧,齐东科,赵瑞亮.基于二叉树支持向量机的装备故障诊断研究[J].航空电子技术,2010,41(2):19-23. |
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| 作者姓名： | 陈维 刘军尧 齐东科 赵瑞亮 |
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| 作者单位： | 解放军某部,廊坊,065001 |
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| 摘 要： | 本文提出了一种基于二叉树支持向量机的某型装备故障诊断方法,应用该方法构造了多故障分类器,并通过某型装备故障实例验证了该方法故障诊断结果的正确性,证明了该故障诊断方法具有良好的鲁棒性和推广性。
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| 关 键 词： | 二叉树 支持向量机 统计学习理论 故障诊断 鲁棒性 |
Application of Fault Diagnosis for A Equipment Based on Binary Tree Support Vector Machines |
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| CHEN Wei,LIU Jun-yao,QI Dong-ke,ZHAO Rui-liang.Application of Fault Diagnosis for A Equipment Based on Binary Tree Support Vector Machines[J].Avionics Technology,2010,41(2):19-23. |
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| Authors: | CHEN Wei LIU Jun-yao QI Dong-ke ZHAO Rui-liang |
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| Institution: | ( A certain unit of PLA, Langfang 065001, China) |
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| Abstract: | The article shows a method of fault diagnosis for an equipment based on binary tree support vector machine, which is applied to construct the multi-fault classifier. The diagnose example for the equipment fault is provided to verify the validity of the proposed method, which shows good robustness and popularization. |
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| Keywords: | binary tree： support vector machines： statistical learning theory： fault diagnosis： robusmess |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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