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Volumn , Issue , 2008, Pages 793-798

Neural network based fault detection of PMSM stator winding short under load fluctuation

Author keywords

Fault detection; Neural network; PMSM; Stator winding short

Indexed keywords

AC MOTORS; FORECASTING; IMAGE CLASSIFICATION; MOTION CONTROL; MOTION PLANNING; NEURAL NETWORKS; PERMANENT MAGNETS; PHOTOLITHOGRAPHY; PHOTOMASKS; POWER ELECTRONICS; STATORS; SYNCHRONOUS MOTORS; WINDING;

EID: 56449093419     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EPEPEMC.2008.4635364     Document Type: Conference Paper
Times cited : (29)

References (14)
  • 1
    • 34547566002 scopus 로고    scopus 로고
    • Li Liu, K.P. Logan, D.A. Cartes, and 5K. Srivastava, Fault Detection, Diagnostics, and Prognostics: Software Agent Solutions, IEEE Trans. on Vehicular Technology, 56, Issue. 4, Part 1, pp. 1613-1622, July 2007.
    • Li Liu, K.P. Logan, D.A. Cartes, and 5K. Srivastava, "Fault Detection, Diagnostics, and Prognostics: Software Agent Solutions," IEEE Trans. on Vehicular Technology, Volume 56, Issue. 4, Part 1, pp. 1613-1622, July 2007.
  • 2
    • 0034297416 scopus 로고    scopus 로고
    • A review of induction motors signatures analysis as a medium for fault detection
    • Oct
    • M.E.H. Benbouzid, "A review of induction motors signatures analysis as a medium for fault detection", Industrial Electronics, IEEE Transactions on Volume 47, Issue 5, pp. 984- 993, Oct.
    • Industrial Electronics, IEEE Transactions on , vol.47 , Issue.5 , pp. 984-993
    • Benbouzid, M.E.H.1
  • 4
    • 0034295565 scopus 로고    scopus 로고
    • Recent developments of induction motor drives fault diagnosis using Al techniques
    • Oct
    • F. Filippetti, G. Franceschini, C. Tassoni, and P. Vas, "Recent developments of induction motor drives fault diagnosis using Al techniques", IEEE Trans. Industrial Electronics, vol.47, no. 5, pp. 994-1004, Oct 2000.
    • (2000) IEEE Trans. Industrial Electronics , vol.47 , Issue.5 , pp. 994-1004
    • Filippetti, F.1    Franceschini, G.2    Tassoni, C.3    Vas, P.4
  • 5
    • 5444235814 scopus 로고    scopus 로고
    • Diagnosis of stator inter-turn short circuits in DTC induction motor drives
    • S. M. A. Cruz, and A. J. M Cardoso, "Diagnosis of stator inter-turn short circuits in DTC induction motor drives ", IEEE Trans. Ind. Applicat., vol. 40, Issue 5, pp. 1349-1360, 2004.
    • (2004) IEEE Trans. Ind. Applicat , vol.40 , Issue.5 , pp. 1349-1360
    • Cruz, S.M.A.1    Cardoso, A.J.M.2
  • 6
    • 31444449851 scopus 로고    scopus 로고
    • Techniques for Online Diagnosis of Stator Shorted Turns in Induction Motors
    • Albizu, I. Zamora, A.J. Mazon and A. Tapia," Techniques for Online Diagnosis of Stator Shorted Turns in Induction Motors", Electric Power Components and Systems, 34:1, 97-114.
    • Electric Power Components and Systems , vol.34 , Issue.1 , pp. 97-114
    • Albizu1    Zamora, I.2    Mazon, A.J.3    Tapia, A.4
  • 7
    • 85131708706 scopus 로고    scopus 로고
    • Neural Networks, 1999. IJNN'99, Vol l.pp. 349 - 352 July 1999
    • Alexander G. Parlos, Omar T. Rais and Amir F. Atiya, "Multi-Step- Ahead Prediction using Dynamic Recurrent Neural Networks", Neural Networks, 1999. IJNN'99, Vol l.pp. 349 - 352 July 1999.
    • Parlos, A.G.1    Rais, O.T.2    Atiya, A.F.3
  • 8
    • 0036613161 scopus 로고    scopus 로고
    • Induction Motor Fault Diagnosis Based on Neuropredictors and Wavelet Signal Processing
    • June
    • Kyusung Kim, Alexander G. Parlos, "Induction Motor Fault Diagnosis Based on Neuropredictors and Wavelet Signal Processing", IEEE/ASME Transactions on Mechatronics, Vol. 7, No 2, pp 201-219, June 2002.
    • (2002) IEEE/ASME Transactions on Mechatronics , vol.7 , Issue.2 , pp. 201-219
    • Kim, K.1    Parlos, A.G.2
  • 9
    • 56449120499 scopus 로고    scopus 로고
    • Bollen, M. H. J.Gu, I. Signal Processing of Power Quality Disturbances, pp.861
    • Bollen, M. H. J.Gu, I. Signal Processing of Power Quality Disturbances, pp.861
  • 10
    • 85178280653 scopus 로고    scopus 로고
    • De Jesus, O.; Horn, J.M.; Hagan, M.T., Analysis of recurrent network training and suggestions for improvements, Neural Networks, 2001. Proceedings. IJCNN VI. International Joint Conference on 4, no., pp.2632-2637 4, 2001.
    • De Jesus, O.; Horn, J.M.; Hagan, M.T., "Analysis of recurrent network training and suggestions for improvements," Neural Networks, 2001. Proceedings. IJCNN VI. International Joint Conference on vol.4, no., pp.2632-2637 vol.4, 2001.
  • 12
    • 0001025418 scopus 로고
    • Bayesian interpolation
    • MacKay, D.J.C., "Bayesian interpolation," Neural Computation, Vol. 4, No. 3, 1992, pp. 415-447.
    • (1992) Neural Computation , vol.4 , Issue.3 , pp. 415-447
    • MacKay, D.J.C.1
  • 14
    • 0025536870 scopus 로고    scopus 로고
    • Nguyen, D., and B. Widrow, Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights, Proceedings of the International Joint Conference on Neural Networks, 3, 1990, pp. 21-26.
    • Nguyen, D., and B. Widrow, "Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights," Proceedings of the International Joint Conference on Neural Networks, Vol. 3, 1990, pp. 21-26.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.