Motor fault diagnosis based on rough sets theory

被引：0

作者：

Qiu, CD ^{[1
]}

Ren, GA ^{[1
]}

Tan, Y ^{[1
]}

Di, DH ^{[1
]}

机构：

[1] Dalian Maritime Univ, Dalian 116026, Peoples R China

来源：

ICEMI 2005: CONFERENCE PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOL 8 | 2005年

关键词：

fault diagnosis; rough sets theory; Kohonen neural networks; motor;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper introduces a hybrid method of motor online fault diagnosis based on rough set theory and artificial neural networks. The hybrid method doesn't lie on motor mechanism parameter and slip, and doesn't demand adequate motor fault operation data, so that the diagnosis device is common for various type motor. Owing to common of diagnosis device, the hybrid method provides valid support for internet-based motor online condition monitor and fault diagnosis in factory. In this paper, those classified data was measured in laboratory when motor operated in man-made fault. By simulating in MATLAB, and confirm the method is feasible.

引用

页码：347 / 353

页数：7

共 50 条

[21] Dynamic Testing Algorithm Based on Rough Sets for Multiple Fault Diagnosis
Gao, Lei
Zeng, Guangzhou
FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 3, PROCEEDINGS, 2008, : 157 - 163
[22] Distribution system fault diagnosis based on improved rough sets with uncertainty
Dai, Jing
Sun, Qiuye
ADVANCES IN NEURAL NETWORKS - ISNN 2007, PT 3, PROCEEDINGS, 2007, 4493 : 607 - +
[23] Cost-sensitive fault diagnosis based on weighted rough sets
Department of Energy Science and Engineering, Harbin Institute of Technology, Harbin 150001, China
Zhongguo Dianji Gongcheng Xuebao, 2007, 23 (93-99):
[24] Power Distribution Fault Diagnosis Based on Rough-Cloud Sets
Sun Qiuye
Liu Xinrui
Zhang Huaguang
2009 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), VOLS 1-7, 2009, : 3666 - 3669
[25] The application of the new discretization method of fault diagnosis based on rough sets
Lu Peng
Wang Xi-huai
Xiao Jian-mei
2009 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL 3, PROCEEDINGS, 2009, : 388 - 391
[26] An improved algorithm of extracting fault diagnosis rules based on rough sets
Yang, Zhaojian, 1600, Bentham Science Publishers B.V., P.O. Box 294, Bussum, 1400 AG, Netherlands (08):
[27] Study on fault eigenvalue reduction approaches based on rough sets theory
Han Li
Shi Li-ping
Hou Yun-sheng
2010 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2010,
[28] Fault Diagnosis of Induction Motor Using CWT and Rough-Set Theory
Konar, Pratyay
Saha, Moumita
Sil, Jaya
Chattopadhyay, Paramita
PROCEEDINGS OF THE 2013 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN CONTROL AND AUTOMATION (CICA), 2013, : 17 - 23
[29] Fault diagnosis of diesel engine by integrating rough sets and evidence theory of Chu Spaces
Song, Li-Jun
Hu, Zheng
Yang, Yong-Min
Wen, Xi-Sen
Neiranji Xuebao/Transactions of CSICE (Chinese Society for Internal Combustion Engines), 2007, 25 (03): : 271 - 276
[30] Rule discovery based on rough set theory in fault diagnosis
Li Wenzhao
Xiao Xiaofeng
PROCEEDINGS OF THE FIRST INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1 - 3, 2006, : 903 - 907

← 1 2 3 4 5 →