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基于FNN与规则推理的轿车故障诊断系统
引用本文:武和雷,朱善安. 基于FNN与规则推理的轿车故障诊断系统[J]. 汽车工程, 2003, 25(6): 642-644,648
作者姓名:武和雷  朱善安
作者单位:浙江大学,杭州,310027
摘    要:简要分析了模糊推理与规则推理以及这两者相结合的故障诊断方法,这三种方法在处理多症状多原因的机械故障诊断问题上都存在缺陷,基于此引出了模糊神经网络代替模糊推理并与规则推理相结合的先进诊断方法,最后给出了一个轿车诊断实例。实例表明该方法是有效的。

关 键 词:轿车 故障诊断系统 模糊神经网络 机械故障 FNN

Car Fault Diagnosis System Based on FNN and Rule-based Inference
Wu Helei , Zhu Shan'an Zhejing University,Hangzhou. Car Fault Diagnosis System Based on FNN and Rule-based Inference[J]. Automotive Engineering, 2003, 25(6): 642-644,648
Authors:Wu Helei & Zhu Shan'an Zhejing University  Hangzhou
Affiliation:Wu Helei & Zhu Shan'an Zhejing University,Hangzhou 310027
Abstract:Three fault diagnosis methods,i.e.fuzzy inference,rule-based inference and the combination of both,are analyzed and their shortcomings in studying the relation between symptoms and causes of mechanical fault are also pointed out in this paper.Based on these,an advanced method is educed,in which the fuzzy neural network(FNN)instead of fuzzy inference is used and combined with rule-based inference.The result of a sample diagnosis on a real car shows that the method is effective.
Keywords:Fuzzy neural network  Rule-based inference  Car fault diagnosis
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