| 基于神经网络的车辆传动系统故障数据可靠性建模 |
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| 引用本文： | 李威,贾志新,孟惠荣. 基于神经网络的车辆传动系统故障数据可靠性建模[J]. 机械, 2002, 29(1): 4-5 |
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| 作者姓名： | 李威 贾志新 孟惠荣 |
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| 作者单位： | 1. 北京科技大学,机械工程学院,北京,100083
2. 中国矿业大学,北京校区,北京,100083 |
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| 基金项目： | 高等学校青年骨干教师基金，国家自然科学基金资助项目 (595750 0 4 ) |
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| 摘 要： | 通过对所记录车辆故障维修数据的统计分析，提出了用神经网络建立可靠性模型的一般思路和方法，从而为国画传动系统可靠性研究找到了新的建模途径，使用较少的 故障数据即可获得很高的建模精度。
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| 关 键 词： | 神经网络 传动系统 可靠性 汽车 故障数据 工程建模 |
| 文章编号： | 1006-0316(2002)01-0004-02 |
| 修稿时间： | 2001-08-07 |
Reliability model of fault data of vehicles transmission system by neural network method |
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| LI Wei ,JIA Zhi xin ,MENG Hui rong. Reliability model of fault data of vehicles transmission system by neural network method[J]. Machinery, 2002, 29(1): 4-5 |
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| Authors: | LI Wei JIA Zhi xin MENG Hui rong |
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| Affiliation: | LI Wei 1,JIA Zhi xin 1,MENG Hui rong 2 |
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| Abstract: | Based on statistically analyzing the fault data and maintanence data from ten same types of vehicles, supply the general ideal and basic method for setting up neural network reliability model, and finds out a new way to establish the reliability research model for vehicle transmission system and have a prominent characteristic as following: it can obtain very high precision of establishing reliability model by means of using only very few fault data |
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| Keywords: | neural network vehicle transmission system reliability |
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