Software Design for the Fault Diagnosis System of ATC Based on Neural Networks

被引：0
|
作者：
Liu, Liansheng [1 ]
Zhang, Jianfang [1 ]
机构：
[1] Civil Aviat Univ China, Basic Expt Ctr, Tianjin 300300, Peoples R China
来源：
CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS | 2009年
关键词：
Fault Diagnosis; Expert System; Neural Network; BP Algorithm;
D O I：
10.1109/CCDC.2009.5195037
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Because of the limitation of the expert system which is based on the rule, this text proposes introducing the neural network technology into the fault diagnosis system. Then we recommend the frame and the principle of the expert system. And at last, we complete the simulation experiment which indicates the rationality of this desin..
引用
收藏
页码：5231 / 5233
页数：3
相关论文
共 50 条
  • [11] Fault diagnosis of diesel engine combustion system based on neural networks
    Yan, GT
    Ma, GF
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 3111 - 3114
  • [12] Expert system for circuit fault diagnosis based on artificial neural networks
    Peng, Chong
    Fan, Rui
    Liu, Qiang
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2002, 24 (10):
  • [13] Fault diagnosis system for rotary machines based on fuzzy neural networks
    Zhang, S
    Asakura, T
    Xu, XL
    Xu, BJ
    PROCEEDINGS OF THE 2003 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM 2003), VOLS 1 AND 2, 2003, : 199 - 204
  • [14] Fault diagnosis system for rotary machine based on fuzzy neural networks
    Zhang, S
    Asakura, T
    Xu, XL
    Xu, BJ
    JSME INTERNATIONAL JOURNAL SERIES C-MECHANICAL SYSTEMS MACHINE ELEMENTS AND MANUFACTURING, 2003, 46 (03) : 1035 - 1041
  • [15] Unit Concurrent Fault Diagnosis Based on Artificial Immune System and Evidence Theory Design of Unit Fault Diagnosis System Software
    Zhang Qinghua
    Zhu Yuejun
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON TECHNOLOGY MANAGEMENT AND INNOVATION (TMI 2010), 2010, : 349 - 352
  • [16] Rotor fault diagnosis system based on sGA-based individual neural networks
    Chen, Chin-Sheng
    Chen, Jian-Shiu
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (09) : 10822 - 10830
  • [17] Fault diagnosis system for machines using neural networks
    Asakura, T
    Kobayashi, T
    Xu, BJ
    Hayashi, S
    JSME INTERNATIONAL JOURNAL SERIES C-MECHANICAL SYSTEMS MACHINE ELEMENTS AND MANUFACTURING, 2000, 43 (02): : 364 - 371
  • [18] Fault diagnosis for HAGC systems based on fuzzy expert system and neural networks
    Gao, YJ
    Kong, XD
    Qin, Z
    IC-AI'2001: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS I-III, 2001, : 389 - 394
  • [19] Aircraft Fault Diagnosis and Decision System based on Improved Artificial Neural Networks
    Wang, ZeFeng
    Zarader, Jean-Luc
    Argentieri, Sylvain
    2012 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM), 2012, : 1123 - 1128
  • [20] An Intelligent Process Fault Diagnosis System Based on Neural Networks and Andrews Plot
    Wang, Shengkai
    Zhang, Jie
    PROCESSES, 2021, 9 (09)
12345