메뉴 건너뛰기




Volumn 46, Issue 8, 2004, Pages 451-455

Bearing fault diagnosis using multi-layer neural networks

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; CENTRIFUGAL PUMPS; COMPUTER SIMULATION; CONDITION MONITORING; ELECTRIC DISCHARGE MACHINING; MATHEMATICAL MODELS; MULTILAYER NEURAL NETWORKS; PATTERN RECOGNITION; VIBRATIONS (MECHANICAL);

EID: 4043055328     PISSN: 13542575     EISSN: None     Source Type: Journal    
DOI: 10.1784/insi.46.8.451.39377     Document Type: Article
Times cited : (17)

References (16)
  • 1
    • 0033225975 scopus 로고    scopus 로고
    • The history of condition monitoring and condition based maintenance
    • Mitchell, J S, The history of condition monitoring and condition based maintenance, Sound and Vibration, 33(11), 21-28, 1999.
    • (1999) Sound and Vibration , vol.33 , Issue.11 , pp. 21-28
    • Mitchell, J.S.1
  • 2
    • 4043085793 scopus 로고
    • Vibration fault diagnosis of boiler feed-pumps
    • Southampton, UK
    • Li, Z, Wang, X and Shi, J, Vibration fault diagnosis of boiler feed-pumps, COMADEM 91. Southampton, UK. 485-489, 1991.
    • (1991) COMADEM 91 , pp. 485-489
    • Li, Z.1    Wang, X.2    Shi, J.3
  • 3
    • 4043098559 scopus 로고
    • Condition monitoring of borehole submersible pumps
    • Moore, T J M, Condition monitoring of borehole submersible pumps, Machine Condition Monitoring, 17-30, 1990.
    • (1990) Machine Condition Monitoring , pp. 17-30
    • Moore, T.J.M.1
  • 4
    • 4043134015 scopus 로고
    • Pump drive failure investigation using condition monitoring techniques
    • Penman, J and McEwan, J, Pump drive failure investigation using condition monitoring techniques, Machine Condition Monitoring, 67-76, 1990.
    • (1990) Machine Condition Monitoring , pp. 67-76
    • Penman, J.1    McEwan, J.2
  • 5
    • 0029488332 scopus 로고
    • Vibration monitoring of seal-less pumps using spike energy
    • Bleu, J L and Xu, M, Vibration monitoring of seal-less pumps using spike energy, Sound and Vibration, 29(12), 10-16, 1995.
    • (1995) Sound and Vibration , vol.29 , Issue.12 , pp. 10-16
    • Bleu, J.L.1    Xu, M.2
  • 6
    • 4043091583 scopus 로고
    • Vibration monitoring of rotor-dynamic pumping machinery - a case study
    • Ilott, P W and Griffiths, A J, Vibration monitoring of rotor-dynamic pumping machinery - a case study, Proceedings of the Journal of Maintenance, 10(5), 3-11, 1995.
    • (1995) Proceedings of the Journal of Maintenance , vol.10 , Issue.5 , pp. 3-11
    • Ilott, P.W.1    Griffiths, A.J.2
  • 8
    • 0031472244 scopus 로고    scopus 로고
    • Fault diagnosis of pumping machinery using artificial neural networks
    • Ilott, P W and Griffiths A J, Fault diagnosis of pumping machinery using artificial neural networks, Proceedings of IMechE, 211(E), 185-194, 1997.
    • (1997) Proceedings of IMechE , vol.211 , Issue.E , pp. 185-194
    • Ilott, P.W.1    Griffiths, A.J.2
  • 9
    • 0034250870 scopus 로고    scopus 로고
    • Vibration-based condition monitoring of pumps in the waste water industry
    • Wang, L, Hope, A D and Sadek, H, 'Vibration-based condition monitoring of pumps in the waste water industry', INSIGHT, 42(8), 500-503, 2000.
    • (2000) INSIGHT , vol.42 , Issue.8 , pp. 500-503
    • Wang, L.1    Hope, A.D.2    Sadek, H.3
  • 11
    • 4043102858 scopus 로고    scopus 로고
    • Multi-layer neural networks and pattern recognition for pump fault diagnosis
    • Manchester, UK
    • Wang, L, Hope, A D and Sadek, H, Multi-layer neural networks and pattern recognition for pump fault diagnosis, COMADEM 2001, Manchester, UK, 593-598, 2001.
    • (2001) COMADEM 2001 , pp. 593-598
    • Wang, L.1    Hope, A.D.2    Sadek, H.3
  • 12
    • 4043065939 scopus 로고    scopus 로고
    • Fault diagnosis using artificial neural networks for waste water pump bearings
    • St. Catherine's College, Oxford, UK
    • Wang, L, Hope, A D and Sadek, H, Fault diagnosis using artificial neural networks for waste water pump bearings, Proceedings of Condition Monitoring 2001, St. Catherine's College, Oxford, UK, 291-299, 2001.
    • (2001) Proceedings of Condition Monitoring 2001 , pp. 291-299
    • Wang, L.1    Hope, A.D.2    Sadek, H.3
  • 13
    • 4043167966 scopus 로고    scopus 로고
    • A systematic procedure for the application of artificial neural networks to pump fault diagnosis
    • St. Catherine's College, Oxford, UK
    • Wang, L and Hope, A D, A systematic procedure for the application of artificial neural networks to pump fault diagnosis, Proceedings of Condition Monitoring 2003, St. Catherine's College, Oxford, UK, 477-490, 2003.
    • (2003) Proceedings of Condition Monitoring 2003 , pp. 477-490
    • Wang, L.1    Hope, A.D.2
  • 14
    • 2942561579 scopus 로고    scopus 로고
    • Third-order spectral techniques for the diagnosis of motor bearing condition using artificial neural networks
    • Yang, D-M, Stronach, A F and MacConnell, P, Third-order spectral techniques for the diagnosis of motor bearing condition using artificial neural networks, Mechanical Systems and Signal Processing, 16(2-3), 391-411, 2002.
    • (2002) Mechanical Systems and Signal Processing , vol.16 , Issue.2-3 , pp. 391-411
    • Yang, D.-M.1    Stronach, A.F.2    MacConnell, P.3
  • 15
    • 0037345899 scopus 로고    scopus 로고
    • Artificial neural network based fault diagnostic of rolling element bearings using time-domain features
    • Samanta, B and Al-Balushi, K R, Artificial neural network based fault diagnostic of rolling element bearings using time-domain features, Mechanical Systems and Signal Processing, 17(2), 317-328, 2003.
    • (2003) Mechanical Systems and Signal Processing , vol.17 , Issue.2 , pp. 317-328
    • Samanta, B.1    Al-Balushi, K.R.2
  • 16
    • 0347526092 scopus 로고    scopus 로고
    • Artificial neural networks and support vector machines with genetic algorithm for bearing fault detection
    • Samanta, B, Al-Balushi, K R and Al-Araimi, S A, Artificial neural networks and support vector machines with genetic algorithm for bearing fault detection, Artificial Intelligence, 16, 657-665, 2003.
    • (2003) Artificial Intelligence , vol.16 , pp. 657-665
    • Samanta, B.1    Al-Balushi, K.R.2    Al-Araimi, S.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.