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Reseach Article

Modeling and Analysis of Induction Machines under Broken Rotor-bar Failures

by Pu Shi, Zheng Chen, Yuriy Vagapov
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 69 - Number 14
Year of Publication: 2013
Authors: Pu Shi, Zheng Chen, Yuriy Vagapov
10.5120/11912-8032

Pu Shi, Zheng Chen, Yuriy Vagapov . Modeling and Analysis of Induction Machines under Broken Rotor-bar Failures. International Journal of Computer Applications. 69, 14 ( May 2013), 28-35. DOI=10.5120/11912-8032

@article{ 10.5120/11912-8032,
author = { Pu Shi, Zheng Chen, Yuriy Vagapov },
title = { Modeling and Analysis of Induction Machines under Broken Rotor-bar Failures },
journal = { International Journal of Computer Applications },
issue_date = { May 2013 },
volume = { 69 },
number = { 14 },
month = { May },
year = { 2013 },
issn = { 0975-8887 },
pages = { 28-35 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume69/number14/11912-8032/ },
doi = { 10.5120/11912-8032 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:30:16.904865+05:30
%A Pu Shi
%A Zheng Chen
%A Yuriy Vagapov
%T Modeling and Analysis of Induction Machines under Broken Rotor-bar Failures
%J International Journal of Computer Applications
%@ 0975-8887
%V 69
%N 14
%P 28-35
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper discusses a novel method for motor fault detection under varying load conditions. Winding Function Approach (WFA) is used to develop a mathematical model to provide indication references for parameters under different load levels and different fault situations. Broken bar defects reference indexes are developed to assess rotor fault severity based on stator current and rotor speed. Stator current and rotor speed are used to demonstrate correlations between these parameters and broken rotor bar severity. Simulations and experimental results confirm the validity and effectiveness of the proposed approach.

References
  1. Chow, M. Y. Methodologies of using neural network and fuzzy logic technologies for motor incipient fault detection, World Scientific Publishing Co. Pte. Ltd,Singapore, 1997.
  2. Patton, R. J. and Chen,J. "On-line residual compensation in robust fault diagnosis of dynamic systems," in IFAC Symp Artificial Intelligence in Real-time Control, Delft, The Netherlands, no. 17, pp. 221-227, 1992.
  3. Bertenshaw, D. R. , Smith, A. C. ,Ho, C. W. , Chan, T. andSasic, M. "Detection of stator core faults in large electrical machines," IET Electric Power Applications, vol. 6, no. 6, pp. 295-301, 2012.
  4. Walliser, R. F. and Landy, C. F. "Determination of interbar current effects in the detection of broken rotor bars in squirrel cage induction motors," IEEE Trans. Energy Conversion, vol. 9, no. 1, pp. 152-158, 1994.
  5. Ellison, A. J. and Yang, S. J. "Effects of rotor eccentricity on acoustic noise from induction machines," Proc. Inst. Electr. Eng, vol. 118, no. 1, pp. 174-184, 1974.
  6. Verma, S. P. and Natarajan, R. "Effects of eccentricity in induction motors," in Proc. Int. Conf. Electrical Machines,Budapest,Hungary, pp. 930-933, 1982.
  7. Morita, I. "Air-gap flux analysis for cage rotor diagnosis," Elec. Eng. In Japan, vol. 112, no. 3, pp. 171-181, 1992.
  8. Toliyat, H. A. , Lipo, T. A. and White, J. C. "Analysis of a concentrated winding induction machine for adjustable speed drive application part 1 (Motor analysis)," IEEE Transaction on Energy Conversion, vol. 6, no. 4, pp. 679-684, 1991.
  9. Toliyat, H. A. and Lipo, T. A. "Transsient analysis of cage induction machines under stator rotor bar and end-ring faults," IEEE Transaction on Energy Conversion, vol. 10, no. 2, pp. 241-247, 1995.
  10. Ah-jaco, A. "Modélisation des moteursasynchronestriphasés en régime Transitoire avec saturation et harmoniquesd'espace. Application au diagnostic," PhD thesis, Université de Lyon, juillet 1997.
  11. Munoz, A. R. and Lipo, T. A. "Complex vector model of the squirrel-cage induction machine including instantaneous rotor bar currents," IEEE-IAP, vol. 35, no. 6, 1999.
  12. Lipo, T. A. and Toliyat, H. A. "Feasibility study of a converter optimized induction motor," Palo Alto,CA,Electric Power Research Institute,EPRI Final Rep, pp. 2624-02, 1989.
  13. Luo, X. , Liao, Y. , Toliyat, H. A. , EI-Antably, A. and Lipo,T. A. "Multiple coupled circuit modeling of induction machines," IEEE Transaction on Industry applications, vol. 31, no. 2, pp. 311-318, March/April 1995.
  14. AI-Nuaim, N. A. and Toliyat,H. A. "A novel method for modeling dynamic air-gap eccentricity in synchronous machines based on modified winding function theory," IEEE Transaction on Energy Conversion, vol. 13, no. 2, pp. 156-162, June 1998.
  15. Houdouin,G. ,Baraket,G. ,Dakyo,B. ,Henao, H. and Capolino,G. A. "Coupled Magnetic Circuit Modeling of the Stator Windings Faults of Induction Machines Including Saturation Effect," In proceedings of the IEEE International Conference on industrial Technology(ICIT), pp. 148-153, 2004.
Index Terms

Computer Science
Information Sciences

Keywords

Induction machine WFA mathematical model broken bar