Spectral and statistical based modeling for bearing damage in induction motors

2007 IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives, SDEMPED

Volumn , Issue , 2007, Pages 320-325

  Karatoprak, Erinç ^a,b   Şengüler, Tayfun ^a,b   Ayaz, Emine ^a,b   Çaǧlar, Ramazan ^a,b   Şeker, Serhat ^a,b  

^a ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

^b IEEE

Author keywords

Aging; Bearing; Nonlinear; Spectral; Statistical; Transform

Indexed keywords

AC MOTORS; AGING OF MATERIALS; BEARINGS (STRUCTURAL); ELECTRIC MACHINERY; INDUCTION MOTORS; MOTORS; POWER ELECTRONICS; STATISTICAL METHODS; STATISTICS; TECHNICAL PRESENTATIONS;

AGING; BEARING; NONLINEAR; SPECTRAL; STATISTICAL; TRANSFORM;

ELECTRIC DRIVES;

EID: 51149115294     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DEMPED.2007.4393115     Document Type: Conference Paper

References (10)

1. G. Zwingelstein, "State-of-the-Art of Maintenance and Diagnostic Methods for Fossil Fired Power Plants," in Maintenance and Reliability Conference Proceedings(MARCON'98), Tennessee, Knoxville, USA, 1998, pp. 34.01-34.18
2. S. Şeker, E. Ayaz, "A study on condition monitoring for induction motors under the accelerated aging processes," IEEE Power Engineering Review 22(7), 2002.
3. B. Yazici, G.B. Kliman, "An adaptive statistical time-frequency method for detection of broken bars and bearing Faults in motors using stator current," in IEEE Transactions on Industry Applications 35(2). 1999, pp. 442-452
4. S. Şeker, E. Ayaz, "Feature extraction related to bearing damage in electric motors by wavelet analysis," Journal of the Franklin Institute 340(2), 2003, pp. 125-134.
5. A. H. Bonnet, "Root Cause AC Motor Failure Analysis with a Focus on Shaft Failures," IEEE Transactions on Industry Applications 36(5) ,2000, pp. 1435-1448.
6. R. R. Schoen, T. G. Habetler, F. Kamran, R. G. Bartheld, "Motor Bearing Damage Detection Using Stator Current Monitoring," IEEE Transactions on Industry Applications 31(6) ,1995, pp. 1274-1279.
7. V.S.Vashegi, Advanced Signal Processing and Digital Noise Reduction, New York: John Wiley, 1996, p. 38-42.
8. J. K. Taylor, Statistical Techniques for Data Analysis, New York: Lewis Publishers, 1990, p. 81
9. A.S.Erbay, B. R. Upadhyaya, J. P. McClanahan, S. Şeker, "Accelerated Aging Studies of Induction Motors," in Maintenance and Reliability Conference Proceedings(MARCON'98), Tennessee, Knoxville, USA, 1998, Vol. 1, pp. 33.01-33.14.
10. IEEE Standard Test Procedure for Evaluation of Systems of Insulation Materials for Random-wound AC Electric Machinery, IEEE Standard 117-1974, 1974.