Fault diagnosis method based on BP neural network

被引：0

作者：

Mu, F ^{[1
]}

Luan, JY ^{[1
]}

Li, SQ ^{[1
]}

Ye, HM ^{[1
]}

Wang, H ^{[1
]}

机构：

[1] Shijiazhuang Mech Engn Coll, Shijiazhuang 050003, Peoples R China

来源：

ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS | 2003年

关键词：

neural network; fault diagnosis; diagnosis inference;

D O I：

暂无

中图分类号：

TH7 [仪器、仪表];

学科分类号：

0804 ; 080401 ; 081102 ;

摘要：

This paper studied the BP network calculate way, and put BP calculate way into fault diagnosis, bring up fault diagnosis method based on BP model neural network. It only need to be chosen enough fault sample of the representative to train the nerve, and pan out according to the exportation of the nerve network judgment occurrence the breakdown's type. Simulation result shoes that the fault diagnosis method is valid.

引用

页码：1195 / 1198

页数：4

共 50 条

[1] Method of fault diagnosis based on BP neural network
Zhang, Xu-Jin
Tan, Jian-Bo
Han, Jiang-Hong
[J]. Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2002, 22 (06):
[2] Fault diagnosis method for scintillation detector based on BP neural network
Xie, Y. X.
Yan, Y. J.
Li, X.
Ding, T. S.
Ma, C.
[J]. JOURNAL OF INSTRUMENTATION, 2021, 16 (07)
[3] Fault Diagnosis Method of Photovoltaic Array Based on BP Neural Network
Wang, Junjie
Wang, Shan
Liu, Haixiong
Hong, Jianbo
Gao, Dedong
[J]. 2019 3RD INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE APPLICATIONS AND TECHNOLOGIES (AIAAT 2019), 2019, 646
[4] Fault Diagnosis Method of Rolling Bearing Based on BP Neural Network
Huang Zhonghua
Xie Ya
[J]. 2009 INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION, VOL I, 2009, : 647 - 649
[5] Bearing Fault Diagnosis Based on BP Neural Network
Huo, Lin
Zhang, Xinyue
Li, Handong
[J]. 2018 INTERNATIONAL CONFERENCE ON AIR POLLUTION AND ENVIRONMENTAL ENGINEERING (APEE 2018), 2018, 208
[6] Transformer fault diagnosis method based on QIA optimization BP neural network
Luo, Yan
Hou, Yuanbin
Liu, Gaiye
Tang, Changying
[J]. PROCEEDINGS OF 2017 IEEE 2ND INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC), 2017, : 1623 - 1626
[7] Gear Fault Diagnosis Based on BP Neural Network
Huang, Yongsheng
Huang, Ruoshi
[J]. 2017 INTERNATIONAL SYMPOSIUM ON APPLICATION OF MATERIALS SCIENCE AND ENERGY MATERIALS (SAMSE 2017), 2018, 322
[8] Study of Nuclear Detector Fault Diagnosis Method Based on BP Neural Network
Xie, Yuxi
Yan, Yongjun
Li, Xiang
Ding, Tiansong
Ma, Chuan
[J]. Yuanzineng Kexue Jishu/Atomic Energy Science and Technology, 2021, 55 (10): : 1857 - 1864
[9] Fault Diagnosis Method for the Rolling Bearing Based on Information Fusion and BP Neural Network
Zhang, Jinmin
Huang, Yinhua
Wang, Siming
[J]. MATERIALS PROCESSING TECHNOLOGY II, PTS 1-4, 2012, 538-541 : 1956 - +
[10] Inverter Fault Diagnosis Based on Optimized BP Neural Network
Liu, Xing
Ma, Mingyao
Guo, Weisheng
Meng, Xuesong
Xiong, Pengbo
[J]. PROCEEDINGS OF THE 2021 IEEE 16TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2021), 2021, : 803 - 808

← 1 2 3 4 5 →