Intelligent fault diagnosis research of electromagnetic interference based on the combination of CBR and RBR

Ming Gang Gang; Jie Chen; Bo Yang; Tao Cai; Lan Cheng

Intelligent fault diagnosis research of electromagnetic interference based on the combination of CBR and RBR

Ming Gang Gang^*
, Jie Chen
, Bo Yang
, Tao Cai
, Lan Cheng

^*Corresponding author for this work

Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

It is difficult to diagnose the faults of electromagnetic interference (EMI) since the knowledge of it is incomplete. In order to solve the problem, an intelligent fault diagnosis method of electromagnetic interference is proposed based on the combination of CBR and RBR. In the proposed method CBR is relied on mainly and supplemented with the RBR, i.e., RBR is enabled when the similarity of the target case and the source case of CBR case base is below the threshold value. The fault diagnosis problem of electromagnetic interference can be solved much better by the proposed method.

Original language	English
Title of host publication	Proceedings of the 29th Chinese Control Conference, CCC'10
Pages	4105-4109
Number of pages	5
Publication status	Published - 2010
Externally published	Yes
Event	29th Chinese Control Conference, CCC'10 - Beijing, China Duration: 29 Jul 2010 → 31 Jul 2010

Publication series

Name	Proceedings of the 29th Chinese Control Conference, CCC'10

Conference

Conference	29th Chinese Control Conference, CCC'10
Country/Territory	China
City	Beijing
Period	29/07/10 → 31/07/10

Keywords

CBR
EMI
Intelligent fault diagnosis
RBR

Cite this

@inproceedings{c8c20c1060574980b56b2bc0a6322ed6,

title = "Intelligent fault diagnosis research of electromagnetic interference based on the combination of CBR and RBR",

abstract = "It is difficult to diagnose the faults of electromagnetic interference (EMI) since the knowledge of it is incomplete. In order to solve the problem, an intelligent fault diagnosis method of electromagnetic interference is proposed based on the combination of CBR and RBR. In the proposed method CBR is relied on mainly and supplemented with the RBR, i.e., RBR is enabled when the similarity of the target case and the source case of CBR case base is below the threshold value. The fault diagnosis problem of electromagnetic interference can be solved much better by the proposed method.",

keywords = "CBR, EMI, Intelligent fault diagnosis, RBR",

author = "Gang, \{Ming Gang\} and Jie Chen and Bo Yang and Tao Cai and Lan Cheng",

year = "2010",

language = "English",

isbn = "9787894631046",

series = "Proceedings of the 29th Chinese Control Conference, CCC'10",

pages = "4105--4109",

booktitle = "Proceedings of the 29th Chinese Control Conference, CCC'10",

note = "29th Chinese Control Conference, CCC'10 ; Conference date: 29-07-2010 Through 31-07-2010",

}

Gang, MG, Chen, J, Yang, B, Cai, T & Cheng, L 2010, Intelligent fault diagnosis research of electromagnetic interference based on the combination of CBR and RBR. in Proceedings of the 29th Chinese Control Conference, CCC'10., 5573047, Proceedings of the 29th Chinese Control Conference, CCC'10, pp. 4105-4109, 29th Chinese Control Conference, CCC'10, Beijing, China, 29/07/10.

Intelligent fault diagnosis research of electromagnetic interference based on the combination of CBR and RBR. / Gang, Ming Gang; Chen, Jie; Yang, Bo et al.
Proceedings of the 29th Chinese Control Conference, CCC'10. 2010. p. 4105-4109 5573047 (Proceedings of the 29th Chinese Control Conference, CCC'10).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Intelligent fault diagnosis research of electromagnetic interference based on the combination of CBR and RBR

AU - Gang, Ming Gang

AU - Chen, Jie

AU - Yang, Bo

AU - Cai, Tao

AU - Cheng, Lan

PY - 2010

Y1 - 2010

N2 - It is difficult to diagnose the faults of electromagnetic interference (EMI) since the knowledge of it is incomplete. In order to solve the problem, an intelligent fault diagnosis method of electromagnetic interference is proposed based on the combination of CBR and RBR. In the proposed method CBR is relied on mainly and supplemented with the RBR, i.e., RBR is enabled when the similarity of the target case and the source case of CBR case base is below the threshold value. The fault diagnosis problem of electromagnetic interference can be solved much better by the proposed method.

AB - It is difficult to diagnose the faults of electromagnetic interference (EMI) since the knowledge of it is incomplete. In order to solve the problem, an intelligent fault diagnosis method of electromagnetic interference is proposed based on the combination of CBR and RBR. In the proposed method CBR is relied on mainly and supplemented with the RBR, i.e., RBR is enabled when the similarity of the target case and the source case of CBR case base is below the threshold value. The fault diagnosis problem of electromagnetic interference can be solved much better by the proposed method.

KW - CBR

KW - EMI

KW - Intelligent fault diagnosis

KW - RBR

UR - https://www.scopus.com/pages/publications/78650230981

M3 - Conference contribution

AN - SCOPUS:78650230981

SN - 9787894631046

T3 - Proceedings of the 29th Chinese Control Conference, CCC'10

SP - 4105

EP - 4109

BT - Proceedings of the 29th Chinese Control Conference, CCC'10

T2 - 29th Chinese Control Conference, CCC'10

Y2 - 29 July 2010 through 31 July 2010

ER -

Intelligent fault diagnosis research of electromagnetic interference based on the combination of CBR and RBR

Abstract

Publication series

Conference

Keywords

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