| 神经网络技术在汽车故障诊断专家系统中的应用 |
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| 引用本文： | 陈朝阳,张代胜.神经网络技术在汽车故障诊断专家系统中的应用[J].合肥工业大学学报(自然科学版),2000,23(1):28-31. |
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| 作者姓名： | 陈朝阳 张代胜 |
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| 作者单位： | 合肥工业大学,机械与汽车工程学院,安徽,合肥,230009 |
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| 基金项目： | 机械工业部教育司科技基金，98250922， |
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| 摘 要： | 针对基于符号处理的专家系统的局限性和汽车故障诊断的复杂性,提出了将神经网络技术引入汽车故障诊断专家系统的思想,并对基于神经网络的专家系统的原理进行深入探讨.最后,给出了一个基于3层BP网的汽车转向系故障诊断专家系统的实例.
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| 关 键 词： | 神经网络 专家系统 BP算法 故障诊断 |
| 修稿时间： | 1999-10-26 |
Application of neural network to the automotive fault diagnosis expert system |
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| CHEN Chao-yang,ZHANG Dai-sheng.Application of neural network to the automotive fault diagnosis expert system[J].Journal of Hefei University of Technology(Natural Science),2000,23(1):28-31. |
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| Authors: | CHEN Chao-yang ZHANG Dai-sheng |
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| Abstract: | In
the light of the limitation of symbolic-processing-based expert system and the complexity
of automotive fault diagnosis, this paper puts forword the idea of introducing neural
network technology into automotive fault diagnosis expert system. The principles of the
expert system based on the neural network are studied in detail. An example of steering
fault diagnosis expert system based on three-layer BP network is given. |
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| Keywords: | neural network expert system BP algorithm fault diagnosis |
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