메뉴 건너뛰기




Volumn 38, Issue 6, 2011, Pages 6980-6984

SVM practical industrial application for mechanical faults diagnostic

Author keywords

Fault diagnosis; Practical application; SVM; Vibration analysis

Indexed keywords

BEST POSITION; FAULT DIAGNOSIS; GENERALIZATION ABILITY; INTELLIGENT CLASSIFIERS; MAINTENANCE TASKS; MECHANICAL FAULTS; ONLINE MONITORING; PRACTICAL APPLICATION; SVM; VIBRATION SENSORS; VIBRATION SIGNAL;

EID: 79951580103     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.12.017     Document Type: Article
Times cited : (120)

References (18)
  • 1
    • 70349417730 scopus 로고    scopus 로고
    • Fault induction dynamic model, suitable for computer simulation: Simulation results and experimental validation
    • L.M.R. Baccarini, B.R. Menezes, and W.M. Caminhas Fault induction dynamic model, suitable for computer simulation: Simulation results and experimental validation Mechanical Systems and Signal Processing 24 1 2010 300 311 ISSN 0888-3270, doi:10.1016/j.ymssp.2009.06.014
    • (2010) Mechanical Systems and Signal Processing , vol.24 , Issue.1 , pp. 300-311
    • Baccarini, L.M.R.1    Menezes, B.R.2    Caminhas, W.M.3
  • 2
    • 0026886680 scopus 로고
    • Cause and analysis of stator and rotor failures in three-phase squirrel cage induction motors
    • A.H. Bonett, and G.C. Soukup Cause and analysis of stator and rotor failures in three-phase squirrel cage induction motors IEEE Transactions on Industry Applications 28 4 1992 921 927
    • (1992) IEEE Transactions on Industry Applications , vol.28 , Issue.4 , pp. 921-927
    • Bonett, A.H.1    Soukup, G.C.2
  • 4
    • 67349088415 scopus 로고    scopus 로고
    • Data mining approach for supply unbalance detection in induction motor
    • A. akir, H. alis, and E.U. Küüksille Data mining approach for supply unbalance detection in induction motor Expert Systems and Applications 36 9 2009 11808 11813 ISSN 0957-4174, doi:10.1016/j.eswa.2009.04.006
    • (2009) Expert Systems and Applications , vol.36 , Issue.9 , pp. 11808-11813
    • Akir, A.1    Alis, H.2    Küüksille, E.U.3
  • 5
    • 2942635632 scopus 로고    scopus 로고
    • Induction machine fault diagnostic analysis with wavelet technique
    • T.W.S. Chow, and S. Hai Induction machine fault diagnostic analysis with wavelet technique IEEE Transactions on Industrial Electronics 51 3 2004 558 565 ISSN 0278-0046, doi:10.1109/TIE.2004.825325
    • (2004) IEEE Transactions on Industrial Electronics , vol.51 , Issue.3 , pp. 558-565
    • Chow, T.W.S.1    Hai, S.2
  • 7
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machines
    • C.W. Hsu, and C.J. Lin A comparison of methods for multi-class support vector machines IEEE Transactions on Neural Networks 13 2002 415 425 ISSN 1045-9227 doi:10.1109/72.991427
    • (2002) IEEE Transactions on Neural Networks , vol.13 , pp. 415-425
    • Hsu, C.W.1    Lin, C.J.2
  • 8
    • 48749115318 scopus 로고    scopus 로고
    • A new approach to intelligent fault diagnosis of rotating machinery
    • Y. Lei, Z. He, and Y. Zi A new approach to intelligent fault diagnosis of rotating machinery Expert Systems and Applications 35 4 2008 1593 1600 ISSN 0957-4174, doi:10.1016/j.eswa.2007.08.072
    • (2008) Expert Systems and Applications , vol.35 , Issue.4 , pp. 1593-1600
    • Lei, Y.1    He, Z.2    Zi, Y.3
  • 9
    • 64049098473 scopus 로고    scopus 로고
    • Application of an intelligent classification method to mechanical fault diagnosis
    • Y. Lei, Z. He, and Y. Zi Application of an intelligent classification method to mechanical fault diagnosis Expert Systems and Applications 36 6 2009 9941 9948 ISSN 0957-4174, doi:10.1016/j.eswa.2009.01.065
    • (2009) Expert Systems and Applications , vol.36 , Issue.6 , pp. 9941-9948
    • Lei, Y.1    He, Z.2    Zi, Y.3
  • 10
    • 44949090516 scopus 로고    scopus 로고
    • Decision-level fusion based on wavelet decomposition for induction motor fault diagnosis using transient current signal
    • G. Niu, A. Widodo, J.D. Son, B.S. Yank, D.H. Hwang, and D.S. Kang Decision-level fusion based on wavelet decomposition for induction motor fault diagnosis using transient current signal Expert Systems with Applications 35 3 2008 918 928 ISSN 0957-4174, doi:10.1016/j.eswa.2007.08.024
    • (2008) Expert Systems with Applications , vol.35 , Issue.3 , pp. 918-928
    • Niu, G.1    Widodo, A.2    Son, J.D.3    Yank, B.S.4    Hwang, D.H.5    Kang, D.S.6
  • 12
    • 41649110442 scopus 로고    scopus 로고
    • A simplified scheme for induction motor condition monitoring
    • P.V.J. Rodrigues, M. Negrea, and A. Arkkio A simplified scheme for induction motor condition monitoring Mechanical Systems and Signal Processing 22 5 2008 1216 1236 ISSN 0888-3270, doi:10.1016/j.ymssp.2007.11.018
    • (2008) Mechanical Systems and Signal Processing , vol.22 , Issue.5 , pp. 1216-1236
    • Rodrigues, P.V.J.1    Negrea, M.2    Arkkio, A.3
  • 13
    • 56349137294 scopus 로고    scopus 로고
    • Fault diagnosis of induction motor based on decision trees and adaptive neuro-fuzzy inference
    • V.T. Tran, B.S. Yang, M.S. Oh, and A.C.C. Tan Fault diagnosis of induction motor based on decision trees and adaptive neuro-fuzzy inference Expert Systems with Applications 36 2 2009 1840 1849 ISSN 0957-4174, doi:10.1016/j.eswa.2007.12.010
    • (2009) Expert Systems with Applications , vol.36 , Issue.2 , pp. 1840-1849
    • Tran, V.T.1    Yang, B.S.2    Oh, M.S.3    Tan, A.C.C.4
  • 14
    • 0032594959 scopus 로고    scopus 로고
    • An overview of statistical learning theory
    • V. Vapnik An overview of statistical learning theory IEEE Transactions on Neural Networks 10 5 1999 988 999 ISSN 1045-9227, doi:10.1109/72.788640
    • (1999) IEEE Transactions on Neural Networks , vol.10 , Issue.5 , pp. 988-999
    • Vapnik, V.1
  • 15
    • 34249661124 scopus 로고    scopus 로고
    • Support vector machine in machine condition monitoring and fault diagnosis
    • DOI 10.1016/j.ymssp.2006.12.007, PII S0888327007000027
    • A. Widodo, and B.S. Yang Support vector machine in machine condition monitoring and fault diagnosis Mechanical Systems and Signal Processing 21 6 2007 2560 2574 ISSN 0888-3270, doi:10.1016/j.ymssp.2006.12.007 (Pubitemid 46829756)
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.6 , pp. 2560-2574
    • Widodo, A.1    Yang, B.-S.2
  • 16
    • 44949237228 scopus 로고    scopus 로고
    • Wavelet support vector machine for induction machine fault diagnosis based on transient current signal
    • A. Widodo, and B.S. Yang Wavelet support vector machine for induction machine fault diagnosis based on transient current signal Expert Systems with Applications 35 1-2 2008 307 316 ISSN 0957-4174, doi:10.1016/j.eswa.2007.06.018
    • (2008) Expert Systems with Applications , vol.35 , Issue.12 , pp. 307-316
    • Widodo, A.1    Yang, B.S.2
  • 17
    • 33750481498 scopus 로고    scopus 로고
    • Combination of independent component analysis and support vector machines for intelligent faults diagnosis of induction motors
    • DOI 10.1016/j.eswa.2005.11.031, PII S0957417405003398
    • A. Widodo, B.S. Yang, and T. Han Combination of independent component analysis and support vector machines for intelligent faults diagnosis of induction motors Expert Systems with Applications 32 2 2007 299 312 ISSN 0957-4174, doi:10.1016/j.eswa.2005.11.031 (Pubitemid 44647799)
    • (2007) Expert Systems with Applications , vol.32 , Issue.2 , pp. 299-312
    • Widodo, A.1    Yang, B.-S.2    Han, T.3
  • 18
    • 1342286914 scopus 로고    scopus 로고
    • Induction machine fault detection using SOM-based RBF neural networks, Industrial Electronics
    • S. Wu, and T.W.S. Chow Induction machine fault detection using SOM-based RBF neural networks, Industrial Electronics IEEE Transactions on 51 1 2004 183 194 ISSN 0278-0046, doi:10.1109/TIE.2003.821897
    • (2004) IEEE Transactions on , vol.51 , Issue.1 , pp. 183-194
    • Wu, S.1    Chow, T.W.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.