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Volumn 2, Issue , 2007, Pages 1108-1115

Mixed Gaussian process and state-space approach for fatigue crack growth prediction

Author keywords

[No Author keywords available]

Indexed keywords

CRACK CLOSURE; CRACKS; FATIGUE CRACK PROPAGATION; GAUSSIAN DISTRIBUTION; GAUSSIAN NOISE (ELECTRONIC); REGRESSION ANALYSIS; STATE SPACE METHODS;

EID: 77953387623     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (19)

References (16)
  • 1
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    • presented at the September 26-29, 2005
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    • Schwabache, M.A.1
  • 2
    • 0004274342 scopus 로고
    • Cambridge University Press, Cambridge, U.K
    • Suresh, S. 1991, Fatigue of Materials, Cambridge University Press, Cambridge, U.K.
    • (1991) Fatigue of Materials
    • Suresh, S.1
  • 3
    • 0019910453 scopus 로고
    • Prediction of fatigue crack growth under variable-amplitude and spectrum loading using a closure model
    • Newman, J.C., Jr. 1982, "Prediction of fatigue crack growth under variable-amplitude and spectrum loading using a closure model". ASTM STP 761: 255-277
    • (1982) ASTM STP 761: 255-277
    • Newman, J.C.1
  • 4
    • 0021405273 scopus 로고
    • A crack-opening stress equation for fatigue crack growth
    • Newman. J.C. Jr. 1984. A crack-opening stress equation for fatigue crack growth. International Journal of Fracture 24, R13 l-R 135.
    • (1984) International Journal of Fracture , vol.24 , pp. R13l-R135
    • Newman, J.C.1
  • 7
    • 0035499506 scopus 로고    scopus 로고
    • Fatigue crack growth under variable amplitude loading-part-i: Model formulation in state-space setting
    • Ray, A., Patankar, R.P., 2001, "Fatigue Crack Growth Under Variable Amplitude Loading-Part-I: Model Formulation in State-Space Setting," J. of Applied Mathematical Modeling, pp. 979-994.
    • (2001) J. of Applied Mathematical Modeling , pp. 979-994
    • Ray, A.1    Patankar, R.P.2
  • 8
    • 0035498946 scopus 로고    scopus 로고
    • Fatigue crack growth under variable amplitude loading-part-ll: Code development and model validation
    • Ray, A., Patankar, R.P., 2001, "Fatigue Crack Growth Under Variable Amplitude Loading-Part-ll: Code Development and Model Validation." J. of Applied Mathematical Modeling, pp. 995-1013.
    • (2001) J. of Applied Mathematical Modeling , pp. 995-1013
    • Ray, A.1    Patankar, R.P.2
  • 9
    • 14844332724 scopus 로고    scopus 로고
    • Validation of the state-space model of fatigue crack growth in ductile alloys under variable-amplitude load via comparison of the crack-opening stress data
    • Patankar. R., Qu. R. 2005, "Validation of the state-space model of fatigue crack growth in ductile alloys under variable-amplitude load via comparison of the crack-opening stress data," Int J. of Fracture. 131(4):337 349
    • (2005) Int J. of Fracture , vol.131 , Issue.4 , pp. 337-349
    • Patankar, R.1    Qu, R.2
  • 10
    • 33751099039 scopus 로고    scopus 로고
    • A third-order state-space model for fatigue crack growth
    • QU, R.'; Patankar. R. P.: Rao, M. D. 2006, "A third-order state-space model for fatigue crack growth ". Fatigue Fract Cngng Mater Struct, 29(12): 1045-1055
    • (2006) Fatigue Fract Cngng Mater Struct , vol.29 , Issue.12 , pp. 1045-1055
    • Qu, R.1    Patankar, R.P.2    Rao, M.D.3
  • 11
    • 0035082825 scopus 로고    scopus 로고
    • ANN based prediction model for fatigue crack growth in dp steel
    • I I. Haque, M.E., and Sudhakari,K.V.,200l, "ANN based prediction model for fatigue crack growth in DP steel." Fatigue Fract Engng Mater Struct., 23, 63-68.
    • (2001) Fatigue Fract Engng Mater Struct , vol.23 , pp. 63-68
    • Haque, M.E.1    Sudhakari, K.V.2
  • 12
    • 0030378815 scopus 로고    scopus 로고
    • Bayesian neural network analysis of fatigue crack growth rate in nickel base supper alloys
    • Hidetoshi, F., D. Mackay, and H. Bhadeshia. 1996, "Bayesian Neural Network Analysis of Fatigue Crack Growth Rate in Nickel Base Supper alloys" IS1J International., 36(11): 1373-1382.
    • (1996) IS1J International , vol.36 , Issue.11 , pp. 1373-1382
    • Hidetoshi, F.1    Mackay, D.2    Bhadeshia, H.3
  • 14
    • 0003319647 scopus 로고    scopus 로고
    • Introduction to Gaussian processes
    • C. M. Bishop, editor. volume 168 o\NATO ASI Series, Springer, Berlin
    • MacKay, D. 1998, Introduction to Gaussian processes. In C. M. Bishop, editor. Neural Networks and Machine Learning, volume 168 o\NATO ASI Series, pages 133-165. Springer, Berlin.
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    • MacKay, D.1


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