메뉴 건너뛰기




Volumn 44, Issue 4, 2009, Pages 57-64

Rear axle gear damage prediction using vibration signal preprocessing coupled with RBF neural networks;Prognozowanie uszkodzeń przekŁadni mostu napędowego z wykorzystaniem wstępnego przetwarzania sygnaŁu drgań w poŁączeniu z sieciami neuronowymi typu RBF

Author keywords

Damage; Prediction; RBF neural network; Vibration signals

Indexed keywords

AUTOMOBILE TRANSMISSIONS; FORECASTING; REAR AXLES; VIBRATIONS (MECHANICAL);

EID: 79957608375     PISSN: 15072711     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (6)

References (20)
  • 1
    • 2942677229 scopus 로고    scopus 로고
    • Prediction of machine residual service life: Method and computing
    • Burstein L, Segal L. Prediction of machine residual service life: method and computing. NDT and E International 2004; 37(7): 517-523.
    • (2004) NDT and E International , vol.37 , Issue.7 , pp. 517-523
    • Burstein, L.1    Segal, L.2
  • 2
    • 34249929736 scopus 로고    scopus 로고
    • Optimal reliability, warranty and price for new products
    • Huang H Z, Liu Z J, Murthy D N P. Optimal reliability, warranty and price for new products. IIE Transactions 2007; 39(8): 819-827.
    • (2007) IIE Transactions , vol.39 , Issue.8 , pp. 819-827
    • Huang, H.Z.1    Liu, Z.J.2    Murthy, D.N.P.3
  • 3
    • 33646264071 scopus 로고    scopus 로고
    • Bayesian reliability analysis for fuzzy lifetime data
    • Huang H Z, Zuo M J, Sun Z Q. Bayesian reliability analysis for fuzzy lifetime data. Fuzzy Sets and Systems 2006; 157(12): 1674-1686.
    • (2006) Fuzzy Sets and Systems , vol.157 , Issue.12 , pp. 1674-1686
    • Huang, H.Z.1    Zuo, M.J.2    Sun, Z.Q.3
  • 4
    • 67651040743 scopus 로고    scopus 로고
    • BS-ISO helical gear fatigue life estimation and wear quantitative feature analysis
    • Khan M A. Cooper D. Starr A. BS-ISO helical gear fatigue life estimation and wear quantitative feature analysis. Strain 2009; 45(4): 358-363.
    • (2009) Strain , vol.45 , Issue.4 , pp. 358-363
    • Khan, M.A.1    Cooper, D.2    Starr, A.3
  • 5
  • 6
    • 57649240499 scopus 로고    scopus 로고
    • Comment on 'A framework to practical predictive maintenance modeling for multi-state systems''
    • Tan C.M. and Raghavan N. [Reliab Eng Syst Saf 2008; 93(8): 1138-50]
    • Liu Y, Huang H Z. Comment on 'A framework to practical predictive maintenance modeling for multi-state systems'' by Tan C.M. and Raghavan N. [Reliab Eng Syst Saf 2008; 93(8): 1138-50]. Reliability Engineering and System Safety 2009; 94(3): 776-780.
    • (2009) Reliability Engineering and System Safety , vol.94 , Issue.3 , pp. 776-780
    • Liu, Y.1    Huang, H.Z.2
  • 8
    • 17644398210 scopus 로고    scopus 로고
    • Gear fatigue crack prognosis using embeded model, gear dynamic model and fracture mechanics
    • Li James C, Lee Hyungdae. Gear fatigue crack prognosis using embeded model, gear dynamic model and fracture mechanics. Mechanical Systems and Signal Processing 2005; 19(4): 836-846.
    • (2005) Mechanical Systems and Signal Processing , vol.19 , Issue.4 , pp. 836-846
    • Li, J.C.1    Hyungdae, L.2
  • 9
    • 33644604256 scopus 로고    scopus 로고
    • Instantaneous energy density as a feature for gear fault detection
    • Loutridis J S. Instantaneous energy density as a feature for gear fault detection. Mechanical Systems and Signal Processing 2006; 20(5): 1239-1253.
    • (2006) Mechanical Systems and Signal Processing , vol.20 , Issue.5 , pp. 1239-1253
    • Loutridis, J.S.1
  • 10
    • 41549119353 scopus 로고    scopus 로고
    • Gear failure prediction using multiscale local statistics
    • Loutridis J S. Gear failure prediction using multiscale local statistics. Engineering Structures 2008; 30(5): 1214-1223.
    • (2008) Engineering Structures , vol.30 , Issue.5 , pp. 1214-1223
    • Loutridis, J.S.1
  • 11
    • 0028671352 scopus 로고
    • Study on gear bending fatigue strength design based on reliability engineering (prediction of crack propagation and fatigue life of MAC14 super carburized steel gear)
    • Naqanura Kazuteru, Terauchi Yoshio, Martowibowo Siqit Yoewono. Study on gear bending fatigue strength design based on reliability engineering (prediction of crack propagation and fatigue life of MAC14 super carburized steel gear). JSME International Journal 1994; 37(4): 795-803.
    • (1994) JSME International Journal , vol.37 , Issue.4 , pp. 795-803
    • Kazuteru, N.1    Yoshio, T.2    Yoewono, M.S.3
  • 12
    • 0001002401 scopus 로고
    • Approximation and radial-basis-function networks
    • Park J, Sandberg I W. Approximation and radial-basis-function networks. Neural Computation 1993; 5(2): 305-316.
    • (1993) Neural Computation , vol.5 , Issue.2 , pp. 305-316
    • Park, J.1    Sandberg, I.W.2
  • 13
    • 0035784128 scopus 로고    scopus 로고
    • Development and validation of a S-N based two phase bending fatigue life prediction model
    • Design Engineering Division (Publication) DE
    • Singh Avinash. Development and validation of a S-N based two phase bending fatigue life prediction model. American Society of Mechanical Engineers, Design Engineering Division (Publication) DE 2001: 1-7.
    • (2001) American Society of Mechanical Engineers , pp. 1-7
    • Avinash, S.1
  • 15
    • 64649099447 scopus 로고    scopus 로고
    • Fatigue failure prediction of a rear axle housing prototype by using finite element analysis
    • Topac M M, Gunal H, Kuralay N S. Fatigue failure prediction of a rear axle housing prototype by using finite element analysis. Engineering Failure Analysis 2009; 16(5):1474-1482.
    • (2009) Engineering Failure Analysis , vol.16 , Issue.5 , pp. 1474-1482
    • Topac, M.M.1    Gunal, H.2    Kuralay, N.S.3
  • 18
    • 79957732866 scopus 로고    scopus 로고
    • Condition indicators for gearbox condition monitoring systems
    • Czech Technical University in Prague
    • Vecer P, Kreidl M, Smid R. Condition indicators for gearbox condition monitoring systems. Czech Technical University in Prague. Acta Polytechnica 2005; 45(6): 35-43.
    • (2005) Acta Polytechnica , vol.45 , Issue.6 , pp. 35-43
    • Vecer, P.1    Kreidl, M.2    Smid, R.3
  • 20
    • 29344464772 scopus 로고    scopus 로고
    • A robust diagnostic model for gearboxes subject to vibration monitoring
    • Zhan Yimin, Makis Viliam. A robust diagnostic model for gearboxes subject to vibration monitoring. Journal of Sound and Vibration 2006; 290: 928-955.
    • (2006) Journal of Sound and Vibration , vol.290 , pp. 928-955
    • Yimin, Z.1    Viliam, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.