Research on Faults Diagnosis System of an Air to Ground Missile Based on Wavelet Neural Network

被引：0
|
作者：
Zhang, Xiaoyu [1 ]
Cai, Guifang [1 ]
机构：
[1] First Aeronaut Coll Air Force, Dept Aviat Ammunit Engn, Xinyang 464000, Peoples R China
来源：
PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL CONTROL AND COMPUTATIONAL ENGINEERING | 2015年 / 124卷
关键词：
wavelet neural network; fault diagnosis system; air to ground missile;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The ordinary missile auto-test system has such defects as faults orientation slow, high fault value, database modification hardly and so on. In order to overcome such defects, an faults diagnosis system based on wavelet neural network is designed. The correlative theories of wavelet are introduced, the wavelet neural network structure is analyzed, the network is trained and tested. The tested results illustrate that the system has such advantages as faster execution speed, exact faults orientation, it has widely application foreground.
引用
收藏
页码：2300 / 2305
页数：6
相关论文
共 50 条
  • [1] Fault diagnosis of the missile ground equipment based on a Neural Network and Expert System
    Ye, XM
    Yuan, Q
    Fu, GY
    [J]. ISTM/2001: 4TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2001, : 426 - 429
  • [2] Application of hybrid wavelet neural network for missile fault diagnosis system
    Hu Jun
    Li Guiyan
    Jia Shaowen
    [J]. SECOND INTERNATIONAL CONFERENCE ON SPACE INFORMATION TECHNOLOGY, PTS 1-3, 2007, 6795
  • [3] Research of a Fan Fault Diagnosis System Based on Wavelet and Neural Network
    Cao, Guang-zhong
    Lei, Xiao-yu
    Luo, Chang-geng
    [J]. 2009 3RD INTERNATIONAL CONFERENCE ON POWER ELECTRONICS SYSTEMS AND APPLICATIONS: ELECTRIC VEHICLE AND GREEN ENERGY, 2009, : 99 - 99
  • [4] Research on Faults Intelligent Diagnosis based neural network
    Hu, JW
    Liang, W
    He, JY
    [J]. ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 6515 - 6518
  • [5] Faults diagnosis of air compressor based on RBF neural network
    Zhang Qiang
    Cheng PeiYuan
    Yang WeiQun
    Niu TianLin
    [J]. ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS, 2007, : 2423 - 2426
  • [6] The fault diagnosis expert system of missile based on neural network
    Wang Fan
    Wu Duosheng
    [J]. ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS, 2007, : 2288 - 2291
  • [7] Adaptive wavelet packet neural network based fault diagnosis for missile's amplifier
    Zhou, ZJ
    Hu, CH
    Han, XX
    Chen, GJ
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS, 2005, 3498 : 591 - 596
  • [8] Gear Faults Diagnosis Based on Wavelet Neural Networks
    Xu Long-yun
    Rui Zhi-yuan
    Feng Rui-cheng
    [J]. 2008 INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION: (ICMA), VOLS 1 AND 2, 2008, : 451 - 454
  • [9] Railway Rolling Bearing Faults Diagnosis Based on Wavelet Packet and Probabilistic Neural Network
    Cai Guoqiang
    Yao Dechen
    Jia Limin
    Yang Jianwei
    [J]. 2010 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING (MSE 2010), VOL 1, 2010, : 401 - 405
  • [10] Research on wavelet neural network in fault diagnosis for flight control system
    Ning Dongfang
    ZhAng Weiguo
    Li Bin
    [J]. ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS, 2007, : 2261 - 2263
12345