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Volumn 19, Issue 3-4, 2013, Pages 248-258

Highly reliable state monitoring system for induction motors using dominant features in a two-dimension vibration signal

Author keywords

Fault classification; Feature extraction; Induction motor; Multiclass support vector machines; State monitoring system

Indexed keywords

CLASSIFICATION ACCURACY; FAULT CLASSIFICATION; MULTI-CLASS SUPPORT VECTOR MACHINES; NOISY ENVIRONMENT; STATE MONITORING; STATE-OF-THE-ART ALGORITHMS; VIBRATION SIGNAL; WHITE GAUSSIAN NOISE;

EID: 84888638778     PISSN: 13614568     EISSN: 17407842     Source Type: Journal    
DOI: 10.1080/13614568.2013.832407     Document Type: Article
Times cited : (26)

References (15)
  • 3
    • 79961175028 scopus 로고    scopus 로고
    • DWT-based fault diagnosis in induction motors by using CVA
    • Istanbul, Istanbul: Innovations in intelligent systems and application
    • S. Ergin, DWT-based fault diagnosis in induction motors by using CVA, in Innovations in Intelligent Systems and Application International Symposium, 15-18 June 2011, Istanbul, Istanbul: Innovations in intelligent systems and application, pp. 129-132, 2011.
    • (2011) Innovations in Intelligent Systems and Application International Symposium, 15-18 June 2011 , pp. 129-132
    • Ergin, S.1
  • 6
    • 6344231918 scopus 로고    scopus 로고
    • Vibration monitoring
    • 22 April 1999, Chester, Chester: Understanding your condition monitoring
    • P.A. Laggan, Vibration monitoring, in IEE Colloquium on Understanding Your Condition Monitoring, 22 April 1999, Chester, Chester: Understanding your condition monitoring, pp. 1-11, 1999.
    • (1999) IEE Colloquium on Understanding Your Condition Monitoring , pp. 1-11
    • Laggan, P.A.1
  • 7
    • 54949129431 scopus 로고    scopus 로고
    • Wavelet transform based higher order statistics for fault diagnosis in rolling element bearings
    • F. Li, G. Meng, L. Ye and P. Chen, "Wavelet transform based higher order statistics for fault diagnosis in rolling element bearings", Journal of Vibration and Control, 14(11), pp. 1691-1709, 2008.
    • (2008) Journal of Vibration and Control , vol.14 , Issue.11 , pp. 1691-1709
    • Li, F.1    Meng, G.2    Ye, L.3    Chen, P.4
  • 8
    • 79551529869 scopus 로고    scopus 로고
    • Computational perceptual features for texture representation and retrieval
    • A. Noureddine, "Computational perceptual features for texture representation and retrieval", Journal of Image Processing, 20(1), pp. 236-346, 2011.
    • (2011) Journal of Image Processing , vol.20 , Issue.1 , pp. 236-346
    • Noureddine, A.1
  • 9
    • 84888646679 scopus 로고    scopus 로고
    • Feature vector extraction and classification performance comparison according to various settings of classifier for fault detection and classification of induction motor
    • M. Kang, T.N. Nguyen, Y. Kim and J.M. Kim, "Feature vector extraction and classification performance comparison according to various settings of classifier for fault detection and classification of induction motor", Journal of Acoustical Society of Korea, 30(8), pp. 446-460, 2011.
    • (2011) Journal of Acoustical Society of Korea , vol.30 , Issue.8 , pp. 446-460
    • Kang, M.1    Nguyen, T.N.2    Kim, Y.3    Kim, J.M.4
  • 10
    • 79954458303 scopus 로고    scopus 로고
    • Detection and isolation of speed, DC link voltage, and current sensor faults based on an adaptive observer in induction motor drives
    • T.A. Najafabadi, F.R. Salmasi and M.P. Jabehdar, "Detection and isolation of speed, DC link voltage, and current sensor faults based on an adaptive observer in induction motor drives", Industrial Electronics, 58(5), pp. 1662- 1672, 2011.
    • (2011) Industrial Electronics , vol.58 , Issue.5 , pp. 1662-1672
    • Najafabadi, T.A.1    Salmasi, F.R.2    Jabehdar, M.P.3
  • 11
    • 34548139779 scopus 로고    scopus 로고
    • Faults detection using gaussian mixture model, mel-frequency cepstral coefficients and kurtosis
    • 8-11 October 2006, Taipei, Taipei: System, man and cybernetics
    • F.V. Nelwamonodo and T. Marwala, Faults detection using gaussian mixture model, mel-frequency cepstral coefficients and kurtosis, in IEEE international conference on system, man and cybernetics, 8-11 October 2006, Taipei, Taipei: System, man and cybernetics, pp. 290-295, 2006.
    • (2006) IEEE International Conference on System, Man and Cybernetics , pp. 290-295
    • Nelwamonodo, F.V.1    Marwala, T.2
  • 12
    • 0942267826 scopus 로고    scopus 로고
    • Estimation of the running speed and bearing defect frequencies of an induction motor from vibration data
    • H. Ocak and K.A. Loparo, "Estimation of the running speed and bearing defect frequencies of an induction motor from vibration data", Mechanical Systems and Signal Processing, 18(3), pp. 515-533, 2004.
    • (2004) Mechanical Systems and Signal Processing , vol.18 , Issue.3 , pp. 515-533
    • Ocak, H.1    Loparo, K.A.2
  • 13
    • 33750136920 scopus 로고    scopus 로고
    • Fault detection and classification in transmission lines based on wavelet transform and ANN
    • K.M. Silva, B.A. Souza and N.S.D. Brito, "Fault detection and classification in transmission lines based on wavelet transform and ANN", Power Delivery, IEEE Transactions, 21(4), pp. 2058-2063, 2006.
    • (2006) Power Delivery IEEE Transactions , vol.21 , Issue.4 , pp. 2058-2063
    • Silva, K.M.1    Souza, B.A.2    Brito, N.S.D.3
  • 14
    • 4444269101 scopus 로고    scopus 로고
    • Induction machine on-line condition monitoring and faults diagnosis - A survey
    • 28 September-1 October 2003, New Zealand, Christchurch: Electrical and electronic engineering publication
    • M.L. Sin, W.L. Soong and V. Ertugrul, Induction machine on-line condition monitoring and faults diagnosis - a survey, in Australasian Universities Power Engineering Conference, 28 September-1 October 2003, New Zealand, Christchurch: Electrical and electronic engineering publication, pp. 1-6, 2003.
    • (2003) Australasian Universities Power Engineering Conference , pp. 1-6
    • Sin, M.L.1    Soong, W.L.2    Ertugrul, V.3
  • 15
    • 80053404476 scopus 로고    scopus 로고
    • Signal model-based fault detection and diagnosis for induction motors using features of vibration signal in two-dimension domain
    • D.V. Tuan and U.P. Chong, "Signal model-based fault detection and diagnosis for induction motors using features of vibration signal in two-dimension domain", Journal of Mechanical Engineering, 57(9), pp. 655- 666, 2011.
    • (2011) Journal of Mechanical Engineering , vol.57 , Issue.9 , pp. 655-666
    • Tuan, D.V.1    Chong, U.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.