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Mathematical Problems in Engineering Volume 2017 ,2017-04-05
Effects of the Slot Harmonics on the Stator Current in an Induction Motor with Bearing Fault
Research Article
Xiangjin Song 1 , 2 Jingtao Hu 1 Hongyu Zhu 3 Jilong Zhang 4
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DOI:10.1155/2017/2640796
Received 2016-10-27, accepted for publication 2017-03-09, Published 2017-03-09
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摘要

Bearing faults are the most frequent faults of induction motors. The current spectrum analysis is an easy and popular method for the monitoring and detection of bearing faults. After a presentation of the existing fault models, this paper illustrates an analytical approach to evaluate the effects of the slot harmonics on the stator current in an induction motor with bearing fault. Simple and clear theoretical analysis results in some new current characteristic frequencies. Experimental tests with artificial bearing outer raceway fault are carried out by measuring stator current signals. The experimental results by spectral analysis of the stator current agree well with the theoretical inference.

授权许可

Copyright © 2017 Xiangjin Song et al. 2017
This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

图表

Typical structure of a rolling-element bearing with main parameters.

Schematic diagram of the experiment setup.

Photograph of the experimental setup used for bearing fault detection.

Tested bearings: (a) healthy, (b) outer raceway fault.

Tested bearings: (a) healthy, (b) outer raceway fault.

Comparison of stator current spectrums with 50 Hz supply frequency around fundamental frequency region between healthy IM and IM with outer raceway defect: (a) healthy IM and (b) IM with a bearing outer raceway defect.

Comparison of stator current spectrums with 50 Hz supply frequency around fundamental frequency region between healthy IM and IM with outer raceway defect: (a) healthy IM and (b) IM with a bearing outer raceway defect.

Comparison of stator current spectrums with 50 Hz supply frequency around PSHs region between healthy IM and IM with outer raceway defect: (a) healthy IM and (b) IM with a bearing outer raceway defect.

Comparison of stator current spectrums with 50 Hz supply frequency around PSHs region between healthy IM and IM with outer raceway defect: (a) healthy IM and (b) IM with a bearing outer raceway defect.

通讯作者

Jingtao Hu.Department of Information Service & Intelligent Control, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China, cas.cn.hujingtao@sia.cn

推荐引用方式

Xiangjin Song,Jingtao Hu,Hongyu Zhu,Jilong Zhang. Effects of the Slot Harmonics on the Stator Current in an Induction Motor with Bearing Fault. Mathematical Problems in Engineering ,Vol.2017(2017)

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参考文献
[1] J. Zarei, J. Poshtan. (2009). An advanced Park's vectors approach for bearing fault detection. Tribology International.42(2):213-219. DOI: 10.1109/TIA.2010.2090839.
[2] F. Immovilli, M. Cocconcelli, A. Bellini, R. Rubini. et al.(2009). Detection of generalized-roughness bearing fault by spectral-kurtosis energy of vibration or current signals. IEEE Transactions on Industrial Electronics.56(11):4710-4717. DOI: 10.1109/TIA.2010.2090839.
[3] B. Li, M.-Y. Chow, Y. Tipsuwan, J. C. Hung. et al.(2000). Neural-network-based motor rolling bearing fault diagnosis. IEEE Transactions on Industrial Electronics.47(5):1060-1069. DOI: 10.1109/TIA.2010.2090839.
[4] H. Guldemir. (2003). Detection of airgap eccentricity using line current spectrum of induction motors. Electric Power Systems Research.64(2):109-117. DOI: 10.1109/TIA.2010.2090839.
[5] M. Irfan, N. Saad, R. Ibrahim, V. S. Asirvadam. et al.(2015). Condition monitoring of induction motors via instantaneous power analysis. Journal of Intelligent Manufacturing:1-9. DOI: 10.1109/TIA.2010.2090839.
[6] J. H. Ma, C. D. Qiu, J. J. Luo, G. Z. Cheng. et al.(2014). The current eigenfrequencies for bearing fault of mixed eccentric motor based on amplitude modulation. Applied Mechanics and Materials.668-669:273-276. DOI: 10.1109/TIA.2010.2090839.
[7] D. Z. Li, W. Wang, F. Ismail. (2015). A spectrum synch technique for induction motor health condition monitoring. IEEE Transactions on Energy Conversion.30(4):1348-1355. DOI: 10.1109/TIA.2010.2090839.
[8] P. Zhang, Y. Du, T. G. Habetler, B. Lu. et al.(2011). A survey of condition monitoring and protection methods for medium-voltage induction motors. IEEE Transactions on Industry Applications.47(1):34-46. DOI: 10.1109/TIA.2010.2090839.
[9] M. Riera-Guasp, J. A. Antonino-Daviu, G.-A. Capolino. (2015). Advances in electrical machine, power electronic, and drive condition monitoring and fault detection: state of the art. IEEE Transactions on Industrial Electronics.62(3):1746-1759. DOI: 10.1109/TIA.2010.2090839.
[10] R. R. Schoen, T. G. Habetler, F. Kamran. (1995). Motor bearing damage detection using stator current monitoring. IEEE Transactions on Industry Applications.31(6):1274-1279. DOI: 10.1109/TIA.2010.2090839.
[11] G. Z. Cheng, C. D. Qiu, X. B. Wu, Z. G. Xue. et al.(2014). The amplitude feature of current eigenfrequency for motor bearing banded failure. Applied Mechanics and Materials.668-669:268-272. DOI: 10.1109/TIA.2010.2090839.
[12] V. C. M. N. Leite, J. G. Borges Da Silva, G. F. C. Veloso, L. E. Borges Da Silva. et al.(2015). Detection of localized bearing faults in induction machines by spectral kurtosis and envelope analysis of stator current. IEEE Transactions on Industrial Electronics.62(3):1855-1865. DOI: 10.1109/TIA.2010.2090839.
[13] G. S. Maruthi, V. Hegde. (2016). Application of MEMS accelerometer for detection and diagnosis of multiple faults in the roller element bearings of three phase induction motor. IEEE Sensors Journal.16(1):145-152. DOI: 10.1109/TIA.2010.2090839.
[14] H. Zoubek, S. Villwock, M. Pacas. (2008). Frequency response analysis for rolling-bearing damage diagnosis. IEEE Transactions on Industrial Electronics.55(12):4270-4276. DOI: 10.1109/TIA.2010.2090839.
[15] I. Bediaga, X. Mendizabal, A. Arnaiz, J. Munoa. et al.(2013). Ball bearing damage detection using traditional signal processing algorithms. IEEE Instrumentation and Measurement Magazine.16(2):20-25. DOI: 10.1109/TIA.2010.2090839.
[16] J. R. Stack, T. G. Habeter, R. G. Harley. (2004). Fault classification and fault signature production for rolling element bearings in electric machines. IEEE Transactions on Industry Applications.40(3):735-739. DOI: 10.1109/TIA.2010.2090839.
[17] Y. Amirat, V. Choqueuse, M. Benbouzid. (2013). EEMD-based wind turbine bearing failure detection using the generator stator current homopolar component. Mechanical Systems and Signal Processing.41(1-2):667-678. DOI: 10.1109/TIA.2010.2090839.
[18] W. Zhou, T. G. Habetler, R. G. Harley. (2008). Bearing fault detection via stator current noise cancellation and statistical control. IEEE Transactions on Industrial Electronics.55(12):4260-4269. DOI: 10.1109/TIA.2010.2090839.
[19] X. Jin, M. Zhao, T. W. S. Chow, M. Pecht. et al.(2014). Motor bearing fault diagnosis using trace ratio linear discriminant analysis. IEEE Transactions on Industrial Electronics.61(5):2441-2451. DOI: 10.1109/TIA.2010.2090839.
[20] P. Frauman, A. Burakov, A. Arkkio. (2007). Effects of the slot harmonics on the unbalanced magnetic pull in an induction motor with an eccentric rotor. IEEE Transactions on Magnetics.43(8):3441-3444. DOI: 10.1109/TIA.2010.2090839.
[21] M. Blödt, P. Granjon, B. Raison, G. Rostaing. et al.(2008). Models for bearing damage detection in induction motors using stator current monitoring. IEEE Transactions on Industrial Electronics.55(4):1813-1822. DOI: 10.1109/TIA.2010.2090839.
[22] E. H. El Bouchikhi, V. Choqueuse, M. Benbouzid. (2015). Induction machine faults detection using stator current parametric spectral estimation. Mechanical Systems and Signal Processing.52-53(1):447-464. DOI: 10.1109/TIA.2010.2090839.
[23] P. E. William, M. W. Hoffman. (2011). Identification of bearing faults using time domain zero-crossings. Mechanical Systems and Signal Processing.25(8):3078-3088. DOI: 10.1109/TIA.2010.2090839.
[24] E. H. E. Bouchikhi, V. Choqueuse, M. E. H. Benbouzid. (2013). Current frequency spectral subtraction and its contribution to induction machines' bearings condition monitoring. IEEE Transactions on Energy Conversion.28(1):135-144. DOI: 10.1109/TIA.2010.2090839.
[25] E. C. C. Lau, H. W. Ngan. (2010). Detection of motor bearing outer raceway defect by wavelet packet transformed motor current signature analysis. IEEE Transactions on Instrumentation and Measurement.59(10):2683-2690. DOI: 10.1109/TIA.2010.2090839.
[26] L. Frosini, E. Bassi. (2010). Stator current and motor efficiency as indicators for different types of bearing faults in induction motors. IEEE Transactions on Industrial Electronics.57(1):244-251. DOI: 10.1109/TIA.2010.2090839.
[27] F. Immovilli, A. Bellini, R. Rubini, C. Tassoni. et al.(2010). Diagnosis of bearing faults in induction machines by vibration or current signals: a critical comparison. IEEE Transactions on Industry Applications.46(4):1350-1359. DOI: 10.1109/TIA.2010.2090839.
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