Advanced Diagnosis of Outer Cage Damage in Double-Squirrel-Cage Induction Motors Under Time-Varying Conditions Based on Wavelet Analysis

被引:43
作者
Gritli, Yasser [1 ,2 ]
Lee, Sang Bin [3 ]
Filippetti, Fiorenzo [2 ]
Zarri, Luca [2 ]
机构
[1] Univ Tunis El Manar, Dept Elect Engn, Tunis 1068, Tunisia
[2] Univ Bologna, Dept Elect Elect & Informat Engn Guglielmo Marcon, I-40126 Bologna, Italy
[3] Korea Univ, Dept Elect Engn, Seoul 136701, South Korea
关键词
Double-squirrel-cage induction machine; fault diagnosis; time-varying conditions; wavelet transform (WT); INTER-BAR CURRENTS; ROTOR-BAR; FAULT; TRANSFORM;
D O I
10.1109/TIA.2013.2285958
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
It is known that classical fast-Fourier-transform-based steady-state spectrum analysis, such as motor current signature analysis, may fail to detect outer cage damage in double-squirrel-cage induction motors. This is because the magnitude of the rotor fault frequency components (RFFCs) in the current spectrum of faulty motors is small, due to the low-magnitude current circulation in the outer cage under a steady-state operation. The probability of misdetection is higher in time-varying load applications, such as conveyor belts, pulverizers, etc., for which double-cage motors are frequently employed. In case of load variation, the small RFFCs are spread in a bandwidth proportional to the speed variation, which makes them even more difficult to detect. A diagnosis method based on discrete wavelet transform and optimized for sensitive detection under transient operating conditions is proposed in this paper. An experimental study on a custom-built fabricated Cu double-cage-rotor induction motor shows that the proposed method can provide improved detection of outer cage faults particularly used in time-varying load applications.
引用
收藏
页码:1791 / 1800
页数:10
相关论文
共 34 条
[1]  
Alger P. L., 1953, T AM I ELECT ENG PAR, V72, P637
[2]  
[Anonymous], 2010, EXP 4000 US MAN
[3]  
[Anonymous], 2006, NEMA STD PUB
[4]   Application and optimization of the discrete wavelet transform for the detection of broken rotor bars in induction machines [J].
Antonino-Daviu, J. ;
Riera-Guasp, M. ;
Roger-Folch, J. ;
Martinez-Gimenez, F. ;
Peris, A. .
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2006, 21 (02) :268-279
[5]   Detection of Broken Outer-Cage Bars for Double-Cage Induction Motors Under the Startup Transient [J].
Antonino-Daviu, Jose ;
Riera-Guasp, Martin ;
Pons-Llinares, Joan ;
Park, Jongbin ;
Lee, Sang Bin ;
Yoo, Jiyoon ;
Kral, Christian .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2012, 48 (05) :1539-1548
[6]   Quad Demodulation: A Time-Domain Diagnostic Method for Induction Machines [J].
Bellini, Alberto .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2009, 45 (02) :712-719
[7]   Advances in Diagnostic Techniques for Induction Machines [J].
Bellini, Alberto ;
Filippetti, Fiorenzo ;
Tassoni, Carta ;
Capolino, Gerard-Andre .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (12) :4109-4126
[8]   Increased efficiency versus increased reliability - A comparison of pre-EPAct, EPAct, and premium-efficient motors [J].
Bonnett, Austin H. ;
Yung, Chuck .
IEEE INDUSTRY APPLICATIONS MAGAZINE, 2008, 14 (01) :29-36
[9]   Fault Diagnosis in Industrial Induction Machines Through Discrete Wavelet Transform [J].
Bouzida, Ahcene ;
Touhami, Omar ;
Ibtiouen, Rachid ;
Belouchrani, Adel ;
Fadel, Maurice ;
Rezzoug, A. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (09) :4385-4395
[10]   Analysis of the effect of inter-bar currents on the performance of polyphase cage-induction motors [J].
Carlson, R ;
da Silva, CA ;
Sadowski, N ;
Lefevre, Y ;
Lajoie-Mazenc, M .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2003, 39 (06) :1674-1680