Research upon Fault Diagnosis Expert System Based on Fuzzy Neural Network

被引:2
|
作者
Yang Kun [1 ]
OuYang Guangyao [1 ]
Ye Lina [2 ]
机构
[1] Naval Univ Engn, Power Engn Dept, Wuhan, Peoples R China
[2] Wuhan Inst Shipbldg Technol, Dept Elect & Elect Engn, Wuhan, Peoples R China
关键词
artificial neural network; fizzy theory; expert system; fault diagnosis; simulation;
D O I
10.1109/ICIE.2009.136
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The traditional Expert System has many shortcomings, for instance, its weak knowledge acquisition capability and empirical knowledge's expression uncertainty. To solve these bottleneck problems, A strategy on fault diagnosis expert system which is based upon fuzzy theory and ANN(ANN:artificial neural network) technique is put forward in this paper, as also its principle, construction, algorithm are all presented. Its performance has been proved to be very excellent when used upon the diesel fuel system classified fault diagnosis.
引用
收藏
页码:410 / +
页数:2
相关论文
共 50 条
  • [1] Fault diagnosis expert system for airborne radar based on the fuzzy neural network
    Wang, JG
    Jin, XM
    [J]. ICEMI 2005: Conference Proceedings of the Seventh International Conference on Electronic Measurement & Instruments, Vol 4, 2005, : 639 - 643
  • [2] Expert system based on rule and fuzzy neural network in fault diagnosis for missile
    Tian, L
    Dong, H
    Peng, F
    [J]. ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS, 2003, : 1253 - 1255
  • [3] Research on Fault Diagnosis Expert System Based on the Neural Network and the Fault Tree Technology
    Wang, Yingying
    Li, Qiuju
    Chang, Ming
    Chen, Hongwei
    Zang, Guohua
    [J]. INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTATIONAL MODELING AND SIMULATION, 2012, 31 : 1206 - 1210
  • [4] The Research on the Fault Diagnosis for Boiler System Based on Fuzzy Neural Network
    Zhao, Yawei
    Chen, Liang
    Yang, Qing
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 8552 - 8556
  • [5] Research on the Fault Diagnosis for Boiler System based on Fuzzy Neural Network
    Yu Yang
    Chen Liang
    Yang Qing
    Zhao Yawei
    [J]. 2009 WRI WORLD CONGRESS ON SOFTWARE ENGINEERING, VOL 2, PROCEEDINGS, 2009, : 128 - 132
  • [6] Fault Diagnosis Expert System for Special Electronic Equipment Based on the Fuzzy Neural Network
    Yin, Xuezhong
    Wang, Jiegui
    [J]. INDUSTRIAL INSTRUMENTATION AND CONTROL SYSTEMS, PTS 1-4, 2013, 241-244 : 401 - 404
  • [7] Fault Diagnosis of Fan Based on Fuzzy Neural Expert System
    Liu Xiaobo
    Li Jianping
    [J]. ICICTA: 2009 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL II, PROCEEDINGS, 2009, : 525 - +
  • [8] Research of Fault Diagnosis in Flight Control System Based on Fuzzy Neural Network
    Zhang, Peng
    Zhang, Rui
    Ran, Xiao-xiao
    [J]. CEIS 2011, 2011, 15
  • [9] Research on Information Fusion Fault Diagnosis System Based on Fuzzy Neural Network
    Yang, Fan
    Liao, Zhi
    [J]. PACIIA: 2008 PACIFIC-ASIA WORKSHOP ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION, VOLS 1-3, PROCEEDINGS, 2008, : 1135 - 1138
  • [10] Fault diagnosis based on neural network expert system for ATM network
    Yang, Yongjian
    Pan, Yongiun
    [J]. DCABES 2007 Proceedings, Vols I and II, 2007, : 584 - 587