DocumentCode
2826698
Title
Induction motor broken bar detection using vibration signal analysis, principal component analysis and linear discriminant analysis
Author
Jakovljevic, Boris B. ; Kanovic, Z.S. ; Jelicic, Zoran D.
Author_Institution
Fac. of Tech. Sci., Univ. of Novi Sad, Novi Sad, Serbia
fYear
2012
fDate
3-5 Oct. 2012
Firstpage
1686
Lastpage
1690
Abstract
This paper presents procedure for broken rotor bar detection in induction motor based on vibration analysis. Feature set is dimensionally reduced using principal component analysis, and data classification is performed using linear discriminant analysis, technique which is not often used for classification in fault detection.
Keywords
induction motors; mechanical engineering computing; principal component analysis; signal classification; signal detection; vibrations; broken rotor bar detection; data classification; fault detection; feature set; induction motor broken bar detection; linear discriminant analysis; principal component analysis; vibration signal analysis; Bars; Fault detection; Feature extraction; Induction motors; Principal component analysis; Rotors; Vibrations;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Applications (CCA), 2012 IEEE International Conference on
Conference_Location
Dubrovnik
ISSN
1085-1992
Print_ISBN
978-1-4673-4503-3
Electronic_ISBN
1085-1992
Type
conf
DOI
10.1109/CCA.2012.6402377
Filename
6402377
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