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Volumn , Issue , 2012, Pages 584-588

A general regression neural network model for gearbox fault detection using motor operating parameters

Author keywords

Condition Monitoring; Fault detection; Gearbox; General Regression Neural Network; Static dataset

Indexed keywords

ANALYTICAL TOOL; CONSTANT PRESSURES; CONTROL PARAMETERS; DATA SETS; DRIVING MOTORS; ELECTRICAL CURRENT; GEARBOX; GEARBOX MONITORING; GENERAL REGRESSION NEURAL NETWORK; HELICAL GEAR BOX; INDUSTRIAL PROCESSS; MACHINE CONTROLS; MEASURING TECHNIQUE; MODEL BASED APPROACH; NONLINEAR CONNECTIONS; OPERATING PARAMETERS; POWER TRANSMISSION SYSTEMS; THRESHOLD SETUP; TOOTH BREAKAGE;

EID: 84869426960     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CONTROL.2012.6334695     Document Type: Conference Paper
Times cited : (5)

References (17)
  • 1
    • 9244242588 scopus 로고    scopus 로고
    • The design of a multi agent system for transformer condition monitoring
    • S. McArthur; S. Strachan; and G. Jahn; "The design of a multi agent system for transformer condition monitoring," IEEE Transactions on Power System, vol. 19, no. 4, pp. 1845-1852, 2004.
    • (2004) IEEE Transactions on Power System , vol.19 , Issue.4 , pp. 1845-1852
    • McArthur, S.1    Strachan, S.2    Jahn, G.3
  • 3
    • 0035456136 scopus 로고    scopus 로고
    • Assessment of gear damage monitoring techniques using vibration measurements
    • DOI 10.1006/mssp.2001.1392
    • Q.W. Wilson, F. Ismail, M.F. Golnaraghi "Assessment of gear damage monitoring techniques using vibration measurements" Mechanical Systems and Signal Processing, 15 (5) (2001), pp. 905-922 (Pubitemid 33127918)
    • (2001) Mechanical Systems and Signal Processing , vol.15 , Issue.5 , pp. 905-922
    • Wang, W.Q.1    Ismail, F.2    Farid Golnaraghi, M.3
  • 4
    • 0027879146 scopus 로고
    • Helicopter gearbox fault detection and diagnosis using analogy neural network , in: Signals, systems and computers
    • 1-3 November
    • P.T. Monsen, E.S. Manolakos, M. Dzwonczyk, "Helicopter gearbox fault detection and diagnosis using analogy neural network , in: Signals, Systems and Computers", 27th Asilomar Conference, 1-3 November, 1993, vol. 1, pp. 381-385.
    • (1993) 27th Asilomar Conference , vol.1 , pp. 381-385
    • Monsen, P.T.1    Manolakos, E.S.2    Dzwonczyk, M.3
  • 5
    • 0035520683 scopus 로고    scopus 로고
    • A comparative study of acoustic and vibration signals in detection of gear failures using Wigner-Ville distribution
    • DOI 10.1006/mssp.2000.1338
    • N. Baydar, A. Ball "A comparative study of acoustic and vibration signals in detection of gear failures using Winger-Ville distribution", Mechanical Systems and Signal Processing, 15 (6) (2001), pp. 1091-1107. (Pubitemid 34162234)
    • (2001) Mechanical Systems and Signal Processing , vol.15 , Issue.6 , pp. 1091-1107
    • Baydar, N.1    Ball, A.2
  • 6
    • 0041880035 scopus 로고    scopus 로고
    • Gearbox fault diagnosis using adaptive wavelet filter
    • J. Lin, M.J. Zuo "Gearbox fault diagnosis using adaptive wavelet filter",Mechanical Systems and Signal Processing, 17 (6) (2003), pp. 1259-1269.
    • (2003) Mechanical Systems and Signal Processing , vol.17 , Issue.6 , pp. 1259-1269
    • Lin, J.1    Zuo, M.J.2
  • 7
    • 2942561579 scopus 로고    scopus 로고
    • Third-order spectral techniques for the diagnosis of motor bearing condition using artificial neural networks
    • DOI 10.1006/mssp.2001.1469
    • D.M. Yang, A.F. Stronach, P. MacConnell, J. Penman "Third-order spectral techniques for the diagnosis of motor bearing condition using artificial neural networks" Mechanical Systems and Signal Processing, 16 (2-3) (2002), pp. 391-411 (Pubitemid 40000348)
    • (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    Penman, J.4
  • 8
    • 0031148456 scopus 로고    scopus 로고
    • Trends in the application of model-based fault detection and diagnosis of technical processes
    • ermann, R. & Balĺe, P. (1997). "Trends in the application of model-based fault detection and diagnosis of technical processes", Control Engineering Practice, 5(5), 707-719.
    • (1997) Control Engineering Practice , vol.5 , Issue.5 , pp. 707-719
    • Ermann, R.1    Balĺe, P.2
  • 9
    • 0031147879 scopus 로고    scopus 로고
    • Observer-based fault detection and isolation: Robustness and applications
    • DOI 10.1016/S0967-0661(97)00049-X, PII S096706619700049X
    • Patton, R. & Chen, J. (1997)." Observer-based fault detection and isolation: robustness and applications", Control Engineering Practice, 5(5), 671-682. (Pubitemid 27414359)
    • (1997) Control Engineering Practice , vol.5 , Issue.5 , pp. 671-682
    • Patton, R.J.1    Chen, J.2
  • 11
    • 0031148136 scopus 로고    scopus 로고
    • Fault detection and isolation using parity relations
    • DOI 10.1016/S0967-0661(97)00047-6, PII S0967066197000476
    • Gertler, J. (1997)." Fault detection and isolation using parity relations", Control Engineering Practice, 5(5), 653-661. (Pubitemid 27414357)
    • (1997) Control Engineering Practice , vol.5 , Issue.5 , pp. 653-661
    • Gertler, J.1
  • 12
    • 0036625502 scopus 로고    scopus 로고
    • Neural network classifiers applied to condition monitoring of a pneumatic process valve actuator
    • DOI 10.1016/S0952-1976(02)00068-4, PII S0952197602000684
    • M. Karpenko, N. Sepehri," Neural network classifiers applied to condition monitoring of a pneumatic process valve actuator", International Journal on Engineering Applications of Artificial Intelligence 15, (2002), 273-283. (Pubitemid 35412474)
    • (2002) Engineering Applications of Artificial Intelligence , vol.15 , Issue.3-4 , pp. 273-283
    • Karpenko, M.1    Sepehri, N.2
  • 13
    • 80054864288 scopus 로고    scopus 로고
    • Artificial neural network approach for fault detection in pneumatic valve in cooler water spray system
    • November
    • P. Subbaraj,B. Kannapiran, "Artificial Neural Network Approach for Fault Detection in Pneumatic Valve in Cooler Water Spray System" International Journal of Computer Applications (0975-8887),Vol. 9, No.7, November 2010.
    • (2010) International Journal of Computer Applications (0975-8887 , vol.9 , Issue.7
    • Subbaraj, P.1    Kannapiran, B.2
  • 14
    • 0026254768 scopus 로고
    • A general regression neural network
    • Specht, D.F. 1991. "A General Regression Neural Network", IEEE Transactions on Neural Networks, 2(6): pp. 568-576.
    • (1991) IEEE Transactions on Neural Networks , vol.2 , Issue.6 , pp. 568-576
    • Specht, D.F.1
  • 16
    • 58349111323 scopus 로고    scopus 로고
    • An expert system for fault diagnosis in internal combustion engines using wavelet packet transform andneuralnetwork
    • April 2009
    • Jian-Da Wu,Chiu-Houg Liu.2009, "An expert system for fault diagnosis in internal combustion engines using wavelet packet transform andneuralnetwork" , Expert Systems with Applications,April 2009,pp 4278-4286.
    • (2009) Expert Systems with Applications , pp. 4278-4286
    • Jian-Da, W.1    Chiu-Houg, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.