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Volumn , Issue , 2012, Pages 3937-3942

Wind turbine bearing failure detection using generator stator current homopolar component ensemble empirical mode decomposition

Author keywords

bearing failure; ensemble empirical mode decomposition; homopolar component; induction generator; stator current; Wind turbine

Indexed keywords

BEARING FAILURES; ELECTRICAL MACHINE; ENSEMBLE EMPIRICAL MODE DECOMPOSITION; FAILURE DETECTION; GENERATOR STATORS; HOMOPOLAR COMPONENT; MAINTENANCE COST; NONSTATIONARY; STATOR CURRENTS; WIND ENERGY CONVERSION SYSTEM; WIND FARM;

EID: 84872954072     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IECON.2012.6389263     Document Type: Conference Paper
Times cited : (13)

References (29)
  • 1
    • 68749119330 scopus 로고    scopus 로고
    • A brief status on condition monitoring and fault diagnosis in wind energy conversion systems
    • Y. Amirat, M. Benbouzid, E. AI-Ahmar, B. Bensaker, and S. Turri, "A brief status on condition monitoring and fault diagnosis in wind energy conversion systems," Renewable and Sustainable Energy Reviews, vol 13, no. 9, pp. 2629-2636, 2009.
    • (2009) Renewable and Sustainable Energy Reviews , vol.13 , Issue.9 , pp. 2629-2636
    • Amirat, Y.1    Benbouzid, M.2    Ai-Ahmar, E.3    Bensaker, B.4    Turri, S.5
  • 2
    • 77950788518 scopus 로고    scopus 로고
    • A review of recent advances in wind turbine condition monitoring and fault diagnosis
    • Lincoln (USA), June
    • B. Lu, Y. Li, X. Wu and Z. Yang, "A review of recent advances in wind turbine condition monitoring and fault diagnosis", in Proceedings of the 2009IEEE PEMWA, Lincoln (USA), pp. 1-7, June 2009.
    • (2009) Proceedings of the 2009IEEE PEMWA , pp. 1-7
    • Lu, B.1    Li, Y.2    Wu, X.3    Yang, Z.4
  • 4
    • 0034297416 scopus 로고    scopus 로고
    • A review of induction motors signature analysis as a medium for faults detection
    • October
    • M. Benbouzid, "A review of induction motors signature analysis as a medium for faults detection," IEEE Trans. Industrial Electronics, vol 47, no. 5, pp. 984-993, October 2000.
    • (2000) IEEE Trans. Industrial Electronics , vol.47 , Issue.5 , pp. 984-993
    • Benbouzid, M.1
  • 5
    • 70349975968 scopus 로고    scopus 로고
    • A critical comparison between DWT and Hilbert-Huang-based methods for the diagnosis of rotor bar failures in induction machines
    • September/October
    • J. Antonino-Daviu, M. Riera-Guasp, M. Pineda-Sanchez, and R.B. Perez, "A critical comparison between DWT and Hilbert-Huang-based methods for the diagnosis of rotor bar failures in induction machines," IEEE Trans. Industry Applications, vol 45, no. 5, pp. 1794-1803, September/October 2009.
    • (2009) IEEE Trans. Industry Applications , vol.45 , Issue.5 , pp. 1794-1803
    • Antonino-Daviu, J.1    Riera-Guasp, M.2    Pineda-Sanchez, M.3    Perez, R.B.4
  • 6
    • 44849083832 scopus 로고    scopus 로고
    • Non stationary motor fault detection using recent quadratic time frequency representations
    • May/June
    • S. Rajagopalan,. I. A. Restrepo,. I. Aller, T. Habetler, and R. Harley, "Non stationary motor fault detection using recent quadratic time frequency representations," IEEE Trans. Industry Applications, vol. 44, no. 3, pp. 735-744, May/June 2008.
    • (2008) IEEE Trans. Industry Applications , vol.44 , Issue.3 , pp. 735-744
    • Rajagopalan, S.1    Restrepo, I.A.2    Aller, I.3    Habetler, T.4    Harley, R.5
  • 7
    • 40449132956 scopus 로고    scopus 로고
    • Fault detection in induction machines using power spectral density in wavelet decomposition
    • February
    • J. Cusido, L. Romeral, J. A Ortega, J. A Rosero and AG. Espinosa, "Fault detection in induction machines using power spectral density in wavelet decomposition," IEEE Trans. Industrial Electronics, vol. 55, no. 2, pp. 633-643, February 2008.
    • (2008) IEEE Trans. Industrial Electronics , vol.55 , Issue.2 , pp. 633-643
    • Cusido, J.1    Romeral, L.2    Ortega, J.A.3    Rosero, J.A.4    Espinosa, A.G.5
  • 8
    • 40449114456 scopus 로고    scopus 로고
    • On-line monitoring of mechanical faults in variable-speed induction motor drives using the Wigner distribution
    • February
    • M. Blodt, D. Bonacci, J. Regnier, M. Chabert, and J. Faucher, "On-line monitoring of mechanical faults in variable-speed induction motor drives using the Wigner distribution," IEEE Trans. Industrial Electronics, vol. 55, no. 2, pp., 522-533, February 2008.
    • (2008) IEEE Trans. Industrial Electronics , vol.55 , Issue.2 , pp. 522-533
    • Blodt, M.1    Bonacci, D.2    Regnier, J.3    Chabert, M.4    Faucher, J.5
  • 10
    • 78751666101 scopus 로고    scopus 로고
    • A survey of condition monitoring and protection methods for medium-voltage induction motors
    • January/February
    • P. Zhang; Y. Du; T. G. Habetler and B. Lu, "A survey of condition monitoring and protection methods for medium-voltage induction motors," IEEE Trans. Industry Applications, vol. 47, no. 1, pp. 34-46, January/February 2011.
    • (2011) IEEE Trans. Industry Applications , vol.47 , Issue.1 , pp. 34-46
    • Zhang, P.1    Du, Y.2    Habetler, T.G.3    Lu, B.4
  • 11
    • 46249088445 scopus 로고    scopus 로고
    • Review of condition monitoring of rotating electrical machines
    • July
    • P.J. Tavner, "Review of condition monitoring of rotating electrical machines," IET Electric Power Applications, vol. 2, no. 4, pp. 215-247, July 2008.
    • (2008) IET Electric Power Applications , vol.2 , Issue.4 , pp. 215-247
    • Tavner, P.J.1
  • 12
    • 77954867120 scopus 로고    scopus 로고
    • Diagnosis of bearing faults in induction machines by vibration or current signals: A critical comparison
    • July/August
    • F. Immovilli, A Bellini, R. Rubini and C. Tassoni, "Diagnosis of bearing faults in induction machines by vibration or current signals: A critical comparison," IEEE Trans. Industry Applications, vol. 46, no. 4, pp. 1350-1359, July/August 2010.
    • (2010) IEEE Trans. Industry Applications , vol.46 , Issue.4 , pp. 1350-1359
    • Immovilli, F.1    Bellini, A.2    Rubini, R.3    Tassoni, C.4
  • 13
    • 57749189996 scopus 로고    scopus 로고
    • A New bearing fault detection method in induction machines based on instantaneous power factor
    • December
    • A Ibrahim, M. EI Badaoui, F. Guillet and F. ; Bonnardot, "A New bearing fault detection method in induction machines based on instantaneous power factor," IEEE Trans. Industrial Electronics, vol. 55, no. 12, pp. 4252-4259, December 2008.
    • (2008) IEEE Trans. Industrial Electronics , vol.55 , Issue.12 , pp. 4252-4259
    • Ibrahim, A.1    Badaoui, M.E.I.2    Guillet, F.3    Bonnardot, F.4
  • 14
    • 78650149988 scopus 로고    scopus 로고
    • Condition monitoring of wind turbines based on amplitude demodulation
    • Atlanta (USA), September
    • Y. Amirat, V. Choqueuse and M.E. H. Benbouzid, "Condition monitoring of wind turbines based on amplitude demodulation," in Proceedings of the 2010 IEEE ECCE'IO, Atlanta (USA), pp. 2417-2421, September 2010.
    • (2010) Proceedings of the 2010 IEEE ecce'Io , pp. 2417-2421
    • Amirat, Y.1    Choqueuse, V.2    Benbouzid, M.E.H.3
  • 15
    • 5444230160 scopus 로고    scopus 로고
    • An amplitude modulation detector for fault diagnosis in rolling element bearings
    • October
    • J. R. Stack, R. G. Harley and T. G. Habetler, "An amplitude modulation detector for fault diagnosis in rolling element bearings," IEEE Trans. Industrial Electronics, vol. 51, no. 5, pp. 1097-1102, October 2004.
    • (2004) IEEE Trans. Industrial Electronics , vol.51 , Issue.5 , pp. 1097-1102
    • Stack, J.R.1    Harley, R.G.2    Habetler, T.G.3
  • 16
    • 72749100972 scopus 로고    scopus 로고
    • Stator current and motor efficiency as indicators for different types of bearing fault in induction motor
    • January
    • L. Frosini and E. Bassi, "Stator current and motor efficiency as indicators for different types of bearing fault in induction motor," IEEE Trans. Industrial Electronics, vol. 57, no. 1, pp. 244-251. January 2010.
    • (2010) IEEE Trans. Industrial Electronics , vol.57 , Issue.1 , pp. 244-251
    • Frosini, L.1    Bassi, E.2
  • 17
    • 79151478102 scopus 로고    scopus 로고
    • Robust detection and analysis of power system oscillations using the Teager-Kaiser energy operator
    • February
    • J. Kamwa, AK. Pradhan and G. Joos, "Robust detection and analysis of power system oscillations using the Teager-Kaiser energy operator," IEEE Trans. Power Systems, vol. 26, no. 1, pp. 323-333, February 2011.
    • (2011) IEEE Trans. Power Systems , vol.26 , Issue.1 , pp. 323-333
    • Kamwa, J.1    Pradhan, A.K.2    Joos, G.3
  • 18
    • 67651036195 scopus 로고    scopus 로고
    • Hilbert versus Concordia transform for three phase machine stator current time-frequency monitoring
    • November
    • B. Trajin, M. Chabert, J. Regnier, and J. Faucher, "Hilbert versus Concordia transform for three phase machine stator current time-frequency monitoring," Mechanical systems & signal processing, vol. 23, no. 8, pp. 2648-2657, November 2009.
    • (2009) Mechanical Systems & Signal Processing , vol.23 , Issue.8 , pp. 2648-2657
    • Trajin, B.1    Chabert, M.2    Regnier, J.3    Faucher, J.4
  • 19
    • 43249106518 scopus 로고    scopus 로고
    • Induction motor bearing failure detection and diagnosis: Park and Concordia transform approaches comparative study
    • April
    • J.Y. Onel and M.E. H. Benbouzid, "Induction motor bearing failure detection and diagnosis: Park and Concordia transform approaches comparative study," IEEEIASME Trans. Mechatronics, vol. 13, no. 2, pp. 257-262, April 2008.
    • (2008) IEEEIASME Trans. Mechatronics , vol.13 , Issue.2 , pp. 257-262
    • Onel, J.Y.1    Benbouzid, M.E.H.2
  • 20
    • 80455156374 scopus 로고    scopus 로고
    • Diagnosis of three-phase electrical machines using multidimensional demodulation techniques
    • April
    • V. Choqueuse, M. E. H. Benbouzid, Y. Amirat and S. Turri, "Diagnosis of three-phase electrical machines using multidimensional demodulation techniques," IEEE Trans. Industrial Electronics, vol. 59, issue 4, pp. 2014-2023, April 2012.
    • (2012) IEEE Trans. Industrial Electronics , vol.59 , Issue.4 , pp. 2014-2023
    • Choqueuse, V.1    Benbouzid, M.E.H.2    Amirat, Y.3    Turri, S.4
  • 21
    • 57849121743 scopus 로고    scopus 로고
    • Bearing fault detection via stator current noise cancellation and statistical control
    • December
    • W. Zhou, T. G. Habetler and R. G. Harley, "Bearing fault detection via stator current noise cancellation and statistical control," IEEE Trans. Industrial Electronics, vol. 55, no. 4, pp. 4260-269, December 2008.
    • (2008) IEEE Trans. Industrial Electronics , vol.55 , Issue.4 , pp. 4260-4269
    • Zhou, W.1    Habetler, T.G.2    Harley, R.G.3
  • 22
    • 79951580715 scopus 로고    scopus 로고
    • Diagnostics of gear faults based on EMD and automatic selection of intrinsic mode functions
    • April
    • R. Ricci and P. Pennacchi, "Diagnostics of gear faults based on EMD and automatic selection of intrinsic mode functions," Mechanical Systems and Signal Processing, vol. 25, no. 3, pp. 821-838, April 2011.
    • (2011) Mechanical Systems and Signal Processing , vol.25 , Issue.3 , pp. 821-838
    • Ricci, R.1    Pennacchi, P.2
  • 23
    • 70350426581 scopus 로고    scopus 로고
    • Short-circuit detection by means of empirical mode decomposition and Wigner-Ville distribution for PMSM running under dynamic condition
    • November
    • J.A. Rosero, L. Romeral, J.A Ortega and E. Rosero, "Short-circuit detection by means of empirical mode decomposition and Wigner-Ville distribution for PMSM running under dynamic condition," IEEE Trans. Industrial Electronics, vol. 56, no. 11, pp. 4534-4547, November 2009.
    • (2009) IEEE Trans. Industrial Electronics , vol.56 , Issue.11 , pp. 4534-4547
    • Rosero, J.A.1    Romeral, L.2    Ortega, J.A.3    Rosero, E.4
  • 24
    • 41649107459 scopus 로고    scopus 로고
    • Rotating machine fault diagnosis using empirical mode decomposition
    • July
    • Q. Gao, C. Duan, H. Fan and Q. Meng, "Rotating machine fault diagnosis using empirical mode decomposition," Mechanical Systems and Signal Processing, vol. 22, no. 5, pp. 1072-1081, July 2008.
    • (2008) Mechanical Systems and Signal Processing , vol.22 , Issue.5 , pp. 1072-1081
    • Gao, Q.1    Duan, C.2    Fan, H.3    Meng, Q.4
  • 25
    • 78649606676 scopus 로고    scopus 로고
    • Bearing fault detection in DFIG-based wind turbines using the first intrinsic mode function
    • Rome (Italy), September
    • Y. Amirat, V. Choqueuse and M. E. H. Benbouzid, "Bearing fault detection in DFIG-based wind turbines using the first intrinsic mode function," in Proceedings of the 2010 ICEM, Rome (Italy), pp. 1-6, September 2010.
    • (2010) Proceedings of the 2010 ICEM , pp. 1-6
    • Amirat, Y.1    Choqueuse, V.2    Benbouzid, M.E.H.3
  • 26
    • 79955522082 scopus 로고    scopus 로고
    • Bivariate empirical mode decomposition and its contribution to wind turbine condition monitoring
    • July
    • W. Yang, R. Court, PJ. Tavner and CJ. Crabtree, "Bivariate empirical mode decomposition and its contribution to wind turbine condition monitoring," Journal of Sound and Vibration, vol. 330, no. 15, pp. 3766-3782, July 2011.
    • (2011) Journal of Sound and Vibration , vol.330 , Issue.15 , pp. 3766-3782
    • Yang, W.1    Court, R.2    Tavner, P.J.3    Crabtree, C.J.4
  • 27
    • 84863174734 scopus 로고    scopus 로고
    • EMD revisited: A new understanding of the envelope and resolving the mode-mixing problem in AM-FM signals
    • March
    • X. Hu, S. Peng and W.-L. Hwang, "EMD revisited: A new understanding of the envelope and resolving the mode-mixing problem in AM-FM signals," IEEE Trans. Signal Processing, vol. 60, no. 3, pp. 1075-1086, March 2012.
    • (2012) IEEE Trans. Signal Processing , vol.60 , Issue.3 , pp. 1075-1086
    • Hu, X.1    Peng, S.2    Hwang, W.-L.3
  • 28
    • 58949088453 scopus 로고    scopus 로고
    • Application of the EEMD method to rotor fault diagnosis of rotating machinery
    • May
    • Y. Lei, Z. He and Y. Zi, "Application of the EEMD method to rotor fault diagnosis of rotating machinery," Mechanical Systems and Signal Processing, Vol. 23, no 4, pp. 1327-1338, May 2009.
    • (2009) Mechanical Systems and Signal Processing , vol.23 , Issue.4 , pp. 1327-1338
    • Lei, Y.1    He, Z.2    Zi, Y.3
  • 29
    • 80052078099 scopus 로고    scopus 로고
    • Ensemble empirical mode decomposition: A noise-assisted data analysis method
    • Z. H. Wu and N. E. Huang, "Ensemble empirical mode decomposition: A noise-assisted data analysis method", Advances in Adaptive Data Analysis, vol. 1, no. 1, pp. 1-41, 2009.
    • (2009) Advances in Adaptive Data Analysis , vol.1 , Issue.1 , pp. 1-41
    • Wu, Z.H.1    Huang, N.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.