ASD system condition monitoring using cross bicoherence

IEEE Electric Ship Technologies Symposium, ESTS 2007

Volumn , Issue , 2007, Pages 378-383

  Kim, Taekhyun ^a   Cho, Wonjin ^a   Powers, Edward J ^a   Grady, W Mack ^a   Arapostathis, Ari ^a  

^a The University of Texas at Austin

Author keywords

Adjustable speed drives; Condition monitoring; Cross bicoherence; Harmonics; Interharmonics

Indexed keywords

CONDITION MONITORING; ELECTRIC IMPEDANCE; ELECTRIC LOADS; NONLINEAR SYSTEMS;

ADJUSTABLE SPEED DRIVES; CROSS BICOHERENCE; INTERHARMONICS; PHASE IMBALANCE;

VARIABLE SPEED DRIVES;

EID: 34548849459     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ESTS.2007.372113     Document Type: Conference Paper

References (12)

1. P. V. Goode and M. Y. Chow, "Using a neural/fuzzy system to extract heuristic knowledge of incipient faults in induction motors: part 1-methodoloy," IEEE Transactions on Industrial Electronics, vol. 42, pp. 139-146, April 1995.
2. J. D. Kueck, J. C. Criscoe, and N. M. Burstein. "Assessment of valve actuator motor rotor degradation by Fourier analysis of current waveform," IEEE Transactions on Energy Conversion. vol. 7, pp. 460-469, September 1992.
3. F. C. Trutt, J. Sottile, and J. L. Kohler, "Online condition monitoring of induction motors," IEEE Transactions on Industry Applications, vol. 38. pp. 1627-1632, Nov-Dec 2002.
4. B. Jang, C. Shin. E. J. Powers, and W. M. Grady, "Machine fault detection using bicoherence spectra," in Proceedings of the 21st IEEE Instrumentation and Measurement Technology Conference, 2004, vol. 3, May 2004, pp. 1661-1666.
5. W. T. Thomson and M. Fenger, "Current signature analysis to detect induction motor faults," IEEE Industry Applications Magazine, vol. 7, July/August 2001.
6. T. Kim, E. J. Powers, W. M. Grady, and A. Arapostathis, "Robust interharmonic detection in adjustable speed drives using cross bicoherence." in IEEE International Conference on Harmonics and Quality of Power, October 2006.
7. C. L. Nikias and A. P. Petropuou, Higher-Older Spectra Analysis: A Nonlinear Signal Processing Framework. Prentice Hall. 1993.
8. K. R. Cho, J. H. Lang, and S. D. Umans, "Detection of broken bars in induction motors using state and parameter estimation," IEEE Tmnsactions on Industiy Applications, vol. 28. no. 3, pp. 702-709, May/June 1992.
9. A. H. Bonnett and G. C. Soukup, "Cause and analysis of stator and rotor failures in three-phase squirrel-cage induction motors," IEEE Transactions on Industry Applications, vol. 28, pp. 921-937, July/August 1992.
10. R. Carbone, A. Testa, D. Menniti, R. E. Morrison, and E. Delany. "Harmonic and interharmonic distortion in current source type inverter drives," IEEE Transactions on Power Deliveiy, vol. 10, pp. 1576-1583. July 1995.
11. Y. C. Kim and E. J. Powers, "Digital bispectral analysis and its application to nonlinear wave interactions." IEEE Transactions on Plasma Science, vol. 7, no. 2, pp. 120-131, July 1979.
12. K. S. Lii and K. N. Heiland, "Cross-bispectrum computation and variance estimation," ACM Trans. Math. Softw., vol. 7, no. 3. pp. 284-294, 1981.