中文核心期刊
CSCD来源期刊
中国科技核心期刊
RCCSE中国核心学术期刊

Journal of Chongqing Jiaotong University(Natural Science) ›› 2012, Vol. 31 ›› Issue (3): 469-472.DOI: 10.3969/j.issn.1674-0696.2012.03.26

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Application on Fuzzy Neural Network Expert System in Fault Diagnosis

Wang Li-jun   

  1. School of Traffic & Transportation,Chongqing Jiaotong University,Chongqing 400074,China
  • Received:2011-12-24 Revised:2012-02-12 Online:2012-06-15 Published:2015-03-12

模糊神经网络专家系统在故障诊断中的应用

王礼军   

  1. 重庆交通大学交通运输学院,重庆400074
  • 作者简介:王礼军(1984—),男,四川达州人,硕士研究生,主要从事汽车电子电器方面的研究。E-mail:1984coast@163.com。

Abstract: According to the fuzziness and complexity of variety of vehicle electric control engine malfunctions,Fuzzy-neural network-expert system,combined the characters of fuzzy logic,neural network and expert system,was set up to complete electric control engine fault diagnosis.Visual Basic 6.0,MATLAB 7.0 and Access database were adopted to design system frame,analysis and research all system flow.Research turns out this diagnosis system diagnose fault of electric-control engine fast and accurately.

Key words: electric control engine, fuzzy-neural network, expert system, fault diagnosis

摘要: 针对汽车电控发动机故障多,具有模糊性和复杂性的事实,结合模糊逻辑、神经网络、专家系统各自的特点,建 立了基于模糊神经网络专家系统的发动机的故障诊断系统;采用面向对象的VisualBasic6.0、MATLAB7.0和Access 数据库等软件来实现系统结构,对系统的整个流程,尤其是关键点和重难点进行了研究。结果表明:该诊断系 统能对电控发动机故障进行快速准确诊断。

关键词: 电控发动机, 模糊神经网络, 专家系统, 故障诊断

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