| 基于二叉树支持向量机的某型装备故障诊断研究 |
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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某型装备故障诊断研究[J]. 航空兵器, 2010, 0(2): 58-61 |
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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： | 中国人民解放军93505部队,河北,廊坊,065001 |
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| 摘 要： | 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 an Equipment Based on Binary Tree Support Vector Machine |
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| CHEN Wei,LIU Jun-yao,QI Dong-ke,ZHAO Rui-liang. Application of Fault Diagnosis for an Equipment Based on Binary Tree Support Vector Machine[J]. Aero Weaponry, 2010, 0(2): 58-61 |
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| Authors: | CHEN Wei LIU Jun-yao QI Dong-ke ZHAO Rui-liang |
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| Affiliation: | (Unit 93505 of PLA, Langfang 065001, China) |
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| Abstract: | This paper proposes a method of fault diagnosis for an equipment based on binary tree support vector machine, which is employed to construct the muhi-fauh classifier. The fault diagnosis examples for an equipment are provided to verify the validity of this method. The results show the method have a good robustness and popularization. |
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| Keywords: | binary tree support vector machines statistical learning theory fault diagnosis robustness |
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