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Volumn 11, Issue 3, 2012, Pages 293-303

Identification of correlated damage parameters under noise and bias using Bayesian inference

Author keywords

Bayesian inference; correlated parameters; damage growth parameters; parameters identification

Indexed keywords

BAYESIAN IDENTIFICATION; BAYESIAN INFERENCE; CORRELATED PARAMETERS; CRACK SIZES; DAMAGE GROWTH; DAMAGE PARAMETER; IDENTIFICATION ERRORS; OBSERVED DATA; PARAMETERS IDENTIFICATION; RANDOM NOISE; REMAINING USEFUL LIVES; STATISTICAL MODELS; STRONG CORRELATION; STRUCTURAL HEALTH MONITORING SYSTEMS; TWO PARAMETER;

EID: 84857618397     PISSN: 14759217     EISSN: 17413168     Source Type: Journal    
DOI: 10.1177/1475921711424520     Document Type: Article
Times cited : (57)

References (26)
  • 2
    • 53649100080 scopus 로고    scopus 로고
    • A survey of data-driven prognostics
    • AIAA Infotech@Aerospace Conference; Reston, VA
    • Schwabacher MA.A survey of data-driven prognostics. AIAA Infotech@Aerospace Conference; Reston, VA;.
    • Schwabacher, M.A.1
  • 3
    • 51449109011 scopus 로고    scopus 로고
    • Model-based prognostic techniques applied to a suspension system
    • Luo J,Pattipati KR,Qiao L,Chigusa S.Model-based prognostic techniques applied to a suspension system.IEEE Trans Syst Man Cyber. 2008;38 (5): 1156-1168.
    • (2008) IEEE Trans Syst Man Cyber , vol.38 , Issue.5 , pp. 1156-1168
    • Luo, J.1    Pattipati, K.R.2    Qiao, L.3    Chigusa, S.4
  • 4
    • 84860427653 scopus 로고    scopus 로고
    • A hybrid method for on-line performance assessment and life prediction in drilling operations
    • IEEE International Conference on Automation and Logistics; Jinan, Shandong, China;
    • Yan J,Lee J.A hybrid method for on-line performance assessment and life prediction in drilling operations. IEEE International Conference on Automation and Logistics; Jinan, Shandong, China;.
    • Yan, J.1    Lee, J.2
  • 5
    • 85014447649 scopus 로고
    • A critical analysis of crack propagation laws
    • Paris PC,Erdogan F.A critical analysis of crack propagation laws.ASME J Basic Eng. 1963;85:528-534.
    • (1963) ASME J Basic Eng , vol.85 , pp. 528-534
    • Paris, P.C.1    Erdogan, F.2
  • 6
    • 0034745568 scopus 로고    scopus 로고
    • A new stress-based fatigue life model for ball bearings
    • Yu WK,Harris TA.A new stress-based fatigue life model for ball bearings.Tribol Trans. 2001;44:11-18.
    • (2001) Tribol Trans , vol.44 , pp. 11-18
    • Yu, W.K.1    Harris, T.A.2
  • 7
    • 84860451068 scopus 로고    scopus 로고
    • Neural networks for model-based prognostics
    • IEEE Aerospace Conference; Snowmass at Aspen, Colorado;
    • Jaw LC,Inc SM,Tempe AZ.Neural networks for model-based prognostics. IEEE Aerospace Conference; Snowmass at Aspen, Colorado;.
    • Jaw, L.C.1    Inc, S.M.2    Tempe, A.Z.3
  • 8
    • 77952272836 scopus 로고    scopus 로고
    • A particle filtering approach for on-line failure prognosis in a planetary carrier plate
    • Orchard M,Vachtsevanos G.A particle filtering approach for on-line failure prognosis in a planetary carrier plate.Int J Fuzzy Logic Intell Syst. 2007;7 (4): 221-227.
    • (2007) Int J Fuzzy Logic Intell Syst , vol.7 , Issue.4 , pp. 221-227
    • Orchard, M.1    Vachtsevanos, G.2
  • 9
    • 58449098804 scopus 로고    scopus 로고
    • Advances in uncertainty representation and management for particle filtering applied to prognostics
    • International Conference on Prognostics and Health Management; Denver, CO;
    • Orchard M.,Kacprzynski G.,Goebel K.,Saha B.,Vachtsevanos G.Advances in uncertainty representation and management for particle filtering applied to prognostics. International Conference on Prognostics and Health Management; 2008 Denver, CO; 2008.
    • (2008)
    • Orchard, M.1    Kacprzynski, G.2    Goebel, K.3    Saha, B.4    Vachtsevanos, G.5
  • 10
    • 78650831915 scopus 로고    scopus 로고
    • Particle filtering prognostic estimation of the remaining useful life of nonlinear components
    • Zio E,Peloni G.Particle filtering prognostic estimation of the remaining useful life of nonlinear components.Reliab Eng Syst Safety. 2011;96 (3): 403-409.
    • (2011) Reliab Eng Syst Safety , vol.96 , Issue.3 , pp. 403-409
    • Zio, E.1    Peloni, G.2
  • 11
    • 33847694769 scopus 로고    scopus 로고
    • Bayesian diagnosis and prognosis using instrument uncertainty
    • IEEE Autotestcon, 2005 Conference Record; Orlando, Florida;. 417
    • Sheppard JW,Kaufman MA,Inc A,Annapolis MD.Bayesian diagnosis and prognosis using instrument uncertainty. IEEE Autotestcon, 2005 Conference Record; Orlando, Florida;. 417.
    • Sheppard, J.W.1    Kaufman, M.A.2    Inc, A.3    Annapolis, M.D.4
  • 12
    • 84863572888 scopus 로고    scopus 로고
    • Uncertainty management for diagnostics and prognostics of batteries using Bayesian techniques
    • IEEE Aerospace Conference; Big Sky, Montana;
    • Saha B,Goebel K.Uncertainty management for diagnostics and prognostics of batteries using Bayesian techniques. IEEE Aerospace Conference; Big Sky, Montana;.
    • Saha, B.1    Goebel, K.2
  • 13
    • 84860427654 scopus 로고    scopus 로고
    • Confidence assessment in fatigue damage prognosis
    • Annual Conference of the Prognostics and Health Management Society; Portland, Oregon;
    • Sankararaman S,Ling Y,Mahadevan S.Confidence assessment in fatigue damage prognosis. Annual Conference of the Prognostics and Health Management Society; Portland, Oregon;.
    • Sankararaman, S.1    Ling, Y.2    Mahadevan, S.3
  • 14
    • 84860497612 scopus 로고    scopus 로고
    • Stochastic characterization and update of fatigue loading for mechanical damage prognosis
    • Annual Conference of the Prognostics and Health Management Society; Portland, Oregon;
    • Ling Y,Shantz C,Sankararaman S,Mahadevan S.Stochastic characterization and update of fatigue loading for mechanical damage prognosis. Annual Conference of the Prognostics and Health Management Society; Portland, Oregon;.
    • Ling, Y.1    Shantz, C.2    Sankararaman, S.3    Mahadevan, S.4
  • 15
    • 36248948026 scopus 로고    scopus 로고
    • Reflections on identifying the real ΔKeffective in the threshold region and beyond
    • Paris PC,Lados D,Tada H.Reflections on identifying the real ΔKeffective in the threshold region and beyond.Int J Fatigue. 2008;75:299-305.
    • (2008) Int J Fatigue , vol.75 , pp. 299-305
    • Paris, P.C.1    Lados, D.2    Tada, H.3
  • 16
    • 84860487426 scopus 로고    scopus 로고
    • A method for generalized prognostics of a component using Paris law
    • Proceedings of the American Helicopter Society 64thAnnual Forum; Montreal, CA;
    • Bechhoefer E.A method for generalized prognostics of a component using Paris law. Proceedings of the American Helicopter Society 64thAnnual Forum; Montreal, CA;.
    • Bechhoefer, E.1
  • 19
    • 0033078998 scopus 로고    scopus 로고
    • Fatigue-life prediction methodology using small-crack theory
    • Newman JC,Phillips EP,Swain MH.Fatigue-life prediction methodology using small-crack theory.Int J Fatigue. 1999;21:109-119.
    • (1999) Int J Fatigue , vol.21 , pp. 109-119
    • Newman, J.C.1    Phillips, E.P.2    Swain, M.H.3
  • 20
    • 0025251249 scopus 로고
    • On obtaining fatigue crack growth parameters from the literature
    • Sinclair GB,Pierie RV.On obtaining fatigue crack growth parameters from the literature.Int J Fatigue. 1990;12 (1): 57-62.
    • (1990) Int J Fatigue , vol.12 , Issue.1 , pp. 57-62
    • Sinclair, G.B.1    Pierie, R.V.2
  • 21
    • 56249130742 scopus 로고    scopus 로고
    • Probabilistic fatigue life prediction using an equivalent initial flaw size distribution
    • Liu Y,Mahadevan S.Probabilistic fatigue life prediction using an equivalent initial flaw size distribution.Int J Fatigue. 2009;31 (3): 476-487.
    • (2009) Int J Fatigue , vol.31 , Issue.3 , pp. 476-487
    • Liu, Y.1    Mahadevan, S.2
  • 22
    • 84860497616 scopus 로고    scopus 로고
    • Least squares-filtered Bayesian updating for remaining useful life estimation
    • 12th AIAA Non-Deterministic Approaches Conference; Orlando, FL;
    • Coppe A,Haftka RT,Kim NH.Least squares-filtered Bayesian updating for remaining useful life estimation. 12th AIAA Non-Deterministic Approaches Conference; Orlando, FL;.
    • Coppe, A.1    Haftka, R.T.2    Kim, N.H.3
  • 23
    • 79251583207 scopus 로고    scopus 로고
    • Uncertainty reduction of damage growth properties using structural health monitoring
    • Coppe A,Haftka RT,Kim NH,Yuan FG.Uncertainty reduction of damage growth properties using structural health monitoring.J Aircraft. 2010;47 (6): 2030-2038.
    • (2010) J Aircraft , vol.47 , Issue.6 , pp. 2030-2038
    • Coppe, A.1    Haftka, R.T.2    Kim, N.H.3    Yuan, F.G.4
  • 24
    • 0001185873 scopus 로고
    • An essay towards solving a problem in the doctrine of chances
    • Bayes T.An essay towards solving a problem in the doctrine of chances.Phil Trans Roy Soc Lond. 1763;53:370-418.
    • (1763) Phil Trans Roy Soc Lond , vol.53 , pp. 370-418
    • Bayes, T.1
  • 26
    • 0003516768 scopus 로고
    • 2nd edn.Belmont, CA: Duxbury Press, 1995., Belmont, CA: Duxbury Press
    • Rice JMathematical statistics and data analysis. 2nd edn.Belmont, CA: Duxbury Press, 1995.Belmont, CA: Duxbury Press; 1995:.
    • (1995) Mathematical Statistics and Data Analysis
    • Rice, J.1


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