| 基于BP神经网络的装备备件重要度评估 |
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| 引用本文： | 黄勇,邢国平,孙德翔.基于BP神经网络的装备备件重要度评估[J].飞机设计,2011,31(2):64-66. |
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| 作者姓名： | 黄勇 邢国平 孙德翔 |
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| 作者单位： | 空军航空大学研究生队;空军航空大学训练部; |
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| 摘 要： | 针对装备备件重要度的评估问题,构建了相应的评估指标体系,建立了用于备件重要度评估的三层BP神经网络.然后,构造样本对BP神经网络进行训练,利用训练好的网络对备件重要度进行评估.结果表明,该方法能够较好地克服人为因素和模糊随机性的影响,取得了较好的评估效果.
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| 关 键 词： | 备件 重要度评估 BP神经网络 |
Criticality Evaluation of Materiel Spare Parts Based on BP Neutral Network |
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| HUANG Yong,XING Guo-ping,SUN De-xiang.Criticality Evaluation of Materiel Spare Parts Based on BP Neutral Network[J].Aircraft Design,2011,31(2):64-66. |
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| Authors: | HUANG Yong XING Guo-ping SUN De-xiang |
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| Institution: | HUANG Yong1,XING Guo-ping2,SUN De-xiang2(1.Brigade of Graduate,Aviation University of Air Force,Changchun 130022,China)(2.Department of Training,China) |
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| Abstract: | Aiming at the criticality evaluation problem of the materiel spare parts,an evaluation index system was set up and a 3-level BP neural network was established for the evaluation.Then,the training samples were built to train the BP network and the trained network was used to evaluate spare parts criticality.The results show that the method can avoid the influence of human factors and fuzzy-randomicity and has a good evaluation effect. |
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| Keywords: | spare parts criticality evaluation BP neutral network |
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