Abstract
The probabilistic finite element method (PFEM), which is based on a second-order perturbation is developed for non-linear problems. In order to incorporate the probabilistic distribution for the compatibility condition, constitutive law, equilibrium, domain, and boundary conditions into the PFEM, the probabilistic Hu-Washizu variational principal is applied. The first- and second- order moments of the response variable are determined from the statistics of the random parameters and loads. The fusion of the PFEM and the first order reliability analysis provides a means for determining fatigue life and its stochastic nature which results from the randomness in the load, crack length, crack location and orientation, and crack growth parameters. A stochastic damage model is employed to explore the brittle fracture of advanced materials. The model, based on the macrocrack-microcrack interaction, incorporates uncertainties in locations and orientations of microcracks. The statistical nature of the fracture toughness is compared with the Neville function, which gives correct fits to sets of experimental data from advanced materials. Finally, a stochastic approach to the curved fatigue crack growth reliability is outlined.
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References
Liu, W.K. and T. Belytschko (1989), Computational Mechanics of Probabilistic and Reliability Analysis, Elme Press International.
Ang, A.H.S. and Tang, W.H. (1984), Probability Concepts in Engineering Planning and Design: Volume II — Decision, Risk, and Reliability, John Wiley & Sons, New York.
Augusti, G., Baratta, A. and Casciati, F. (1984), Probabilistic Methods in Structural Engineering, Chapman and Hall, London.
Madsen, H.O., Krenk, S. and Lind, N.C. (1986), Methods of Structural Safety, Prentice-Hall, Inc., Englewood Cliffs, N.J.
Liu, W.K., Belytschko, T. and Mani, A. (1986), “Probabilistic Finite Elements for Nonlinear Structural Dynamics,” Comput. Methods Appl. Mech. Eng., Vol. 56.
Liu, W.K., Belytschko, T. and Mani, A. (1986), “Random Field Finite Elements,” Int. J. Numer. Methods Eng., Vol. 23, pp. 1831–1845.
Liu, W.K., Belytschko, T. and Mani (1987), “Applications of Probabilistic Finite Element Methods in Elastic/Plastic Dynamics,” J. Eng. Ind., ASME, Vol. 109, pp.2–8.
Liu, W. K., Mani, A. and Belytschko, T. (1988). “Finite Element Methods in Probabilistic Mechanics,” Probabilistic Engng Mech., Vol. 2, 201–213.
Liu, W.K., Besterfield, G.H. and Belytschko, T. (1988), “Variational Approach to Probabilistic finite Elements,” J. Eng. Mech. ASCE, Vol. 114, pp. 2115–2133.
Besterfield, G.H., Liu, W.K., Lawrence, M.A., and Belytschko, T.B. (1990), “Brittle Fracture Reliability by Probabilistic Finite Elements,” J. Eng. Mech., ASCE, Vol. 116, pp. 642–659.
Besterfield, G.H., Liu, W.K., Lawrence, M. and Belytschko, T. (1991), “Fatigue Crack Growth Reliability by Probabilistic Finite Elements,” Comput. Methods Appl. Mech. Eng., Vol. 86, pp.297–320.
Hillerborg, A., Modeer, M. and Peterson, P.E. (1976), “Analysis of Crack Formation and Crack Growth in Concrete by Means of Fracture Mechanics and Finite Elements,” Cement Coner. Res., Vol. 6, pp. 773–782.
Horri, H. and Nemat-Nasser, S. (1983), “Overall Moduli of Solids with Microcracks: Load-Induced Anisotropy,” J. Mech. Phys. Solids, Vol. 31, 155–171.
Rose, L.R.F. (1986), “Microcrack Interaction with a Main Crack,” Int. J. Fracture Mech., Vol. 31, pp. 233–242.
Kachanov, M. (1986), “On Crack-Microcrack Interactions,” Int. J. Fracture Mech., Vol. 30, pp. R65–R72.
Lua, Y.J, Liu, W.K. and Belytschko, T. (1990), “A Stochastic Damage Model for the Rupture Prediction of a Multi-Phase Solid: Part I: Parametric Studies,” accepted for publication in Int. J. Fracture Mech.
Lua, Y.J, Liu, W.K. and Belytschko, T. (1990), “A Stochastic Damage Model for the Rupture Prediction of a Multi-Phase Solid: Part II: Statistical Approach,” accepted for publication in to Int. J. Fracture Mech.
Belytschko, T. and Bachrach, W.E. (1986), “Simple Quadrilateral with High-Course Mesh Accuracy,” Comput. Methods Appl. Mech. Eng., Vol. 54, pp.279–301.
Belytschko, T. et al. (1984), “Hourglass Control in Linear and Nonlinear Problems,” Comput. Methods Appl. Mech. Eng., Vol. 43, pp. 251–276.
Rosenblatt, M. (1952), “Remarks on a Multivariate Transformation,” Annals of Mathematical Statistics, Vol. 23, pp. 470–472.
Paris, P.C. and Erdogan, F. (1963), “A Critical Analysis of Crack Propagation Laws,” J. Basic Eng., ASME, Vol. 85, pp. 528–534.
Sih, G.C. (1974), “Strain Energy Density Factor Applied to Mixed Mode Crack Problems,” Int. J. Fracture Mech., Vol. 10, pp.305–322.
Neville, D.J. (1990), “Application of a New Statistical Function for Fracture Toughness to Failures at Microcracks in Brittle Materials,” Int. J. Fracture Mech., Vol. 44, pp. 79–96.
Lewis, E.E. (1987), Introduction to Reliability Engineering,John Wiley & Sons,New York.
Neville, D.J. (1987), “A New Statistical Distribution Function for Fracture Tiughness,” Proc. R. Soc. Lond., A, Vol. 410, pp. 421–442.
Lua, Y. J., Liu, W. K. and Belytschko, T. (1991), “Mixed Boundary Integral Equations Approach to the Study of the Effect of Microdefects on the Fatigue Life and Crack Trajectory,” in preparation.
Lua, Y. J., Liu, W. K. and Belytschko, T. (1991), “Application of Mixed Boundary Integral Equations to the Statistic Analysis of Curvilinear Fatigue Crack Growth,” in preparation.
Lua, Y. J., Liu, W. K. and Belytschko, T. (1991), “Stochastic Boundary Element Method to the Reliability Analysis of Curvilinear Fatigue Crack Growth,” in preparation.
Faravelli, L. (1989), “Response Surface Approach for Reliability Analysis,” J. of Eng. Mech. ASCE, Vol. 115, pp. 2763–2781.
Faravelli, L. and Bigi, D. (1990), “Stochastic Finite Element for Crash Problems,” Structural Safety, Vol. 8, pp. 113–130.
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© 1992 Springer-Verlag Berlin Heidelberg
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Liu, W.K., Lua, Y.J., Belytschko, T. (1992). Stochastic Computational Mechanics in Brittle Fracture and Fatigue. In: Bellomo, N., Casciati, F. (eds) Nonlinear Stochastic Mechanics. IUTAM Symposia. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-84789-9_31
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DOI: https://doi.org/10.1007/978-3-642-84789-9_31
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