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

页码：2300 / 2305

页数：6

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
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
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
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
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
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
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
ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS, 2005, 3498 : 591 - 596
[8] Diagnosis of cutting tool faults by using wavelet neural network
Computer Department, Southwest Jiaotong University, Chengdu 614202, China
不详
不详
Zhendong Ceshi Yu Zhenduan, 2006, 1 (64-66):
[9] Gear Faults Diagnosis Based on Wavelet Neural Networks
Xu Long-yun
Rui Zhi-yuan
Feng Rui-cheng
2008 INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION: (ICMA), VOLS 1 AND 2, 2008, : 451 - 454
[10] Turbine rotor vibration faults diagnosis based on wavelet packet analysis and neural network
Liang, Ping
Bai, Lei
Long, Xin-Feng
Fan, Li-Li
Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2007, 24 (06): : 981 - 985

← 1 2 3 4 5 →