TECHNICAL PAPERS
Jan 1, 1999

Stochastic Finite Elements with Multiple Random Non-Gaussian Properties

Publication: Journal of Engineering Mechanics
Volume 125, Issue 1

Abstract

The spectral formulation of the stochastic finite-element method is applied to the problem of heat conduction in a random medium. Specifically, the conductivity of the medium, as well as its heat capacity are treated as uncorrelated random processes with spatial random fluctuations. Using the spectral stochastic finite-element method, this paper analyzes the sensitivity of heat conduction problems to probabilistic models of random data. In particular, both the thermal conductivity and the heat capacity of the medium are assumed to be uncertain. The implementation of the method is demonstrated for both Gaussian and lognormal material properties, modeled either as random variables or random processes.

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References

1.
Beck, J., Blackwell, B., and St. Clair, C. ( 1985). Inverse heat conduction: Ill-posed problems. Wiley, New York.
2.
Cameron, R., and Martin, W. ( 1947). “The orthogonal development of nonlinear functionals in series of Fourier-Hermite functionals.” Ann. Math., 48, 385–392.
3.
Deodatis, G. (1991). Weighted integral method. I: Stochastic stiffness method.”J. Engrg. Mech., ASCE, 117(8), 1851–1864.
4.
Deodatis G., and Shinozuka, M. (1989). “Bounds on response variability of stochastic systems.”J. Engrg. Mech., ASCE, 115(11), 2543– 2563.
5.
Der Kiureghian, A., and Liu, P.-L. (1986). “Structural reliability under incomplete probability information.”J. Engrg. Mech., ASCE, 112(1), 85–104.
6.
Fadale, T. D., and Emery, A. F. ( 1994). “Transient effects of uncertainties on the sensitivities of temperatures and heat fluxes using stochastic finite elements.” J. Heat Transfer, 116, 808–814.
7.
Ghanem, R., and Brzkala, V. (1996). “Stochastic finite element analysis of soil layers with random interface.”J. Engrg. Mech., ASCE, 122(4), 361–369.
8.
Ghanem, R., and Kruger, R. ( 1996). Numerical solution of spectral stochastic finite element systems.” Comp. Methods in Applied Mech. and Engrg., 129, 289–303.
9.
Ghanem, R., and Spanos, P. ( 1991). Stochastic finite elements: A spectral approach. Springer, New York.
10.
Kallianpur, G. ( 1980). Stochastic filtering theory. Springer, Berlin.
11.
Li, C.-C., and Der Kiureghian, A. (1993). “Optimal discretization of random fields.”J. Engrg. Mech., ASCE, 119(6), 1136–1154.
12.
Liu, W. K., Besterfield, G., and Mani, A. ( 1986). “Probabilistic finite element methods in nonlinear structural dynamics.” Comp. Methods Appl. Mech. and Engrg., 56, 61–81.
13.
Liu, W. K., Mani, A., and Belytschko, T. ( 1987). “Finite elements methods in probabilistic mechanics.” Probabilistic Engrg. Mech., 2(4), 201–213.
14.
Loève, M. ( 1977). Probability theory, 4th Ed., Springer, New York.
15.
Shinozuka, M. (1987). “Structural response variability.”J. Engrg. Mech., ASCE, 113(6), 825–842.
16.
Shinozuka, M., and Lenoe, E. ( 1976). “A probabilistic model for spatial distribution of material properties.” Engrg. Fracture Mech., 8(1), 217–227.
17.
Spanos, P. D., and Ghanem, R. (1989). “Stochastic finite element expansion for random media.”J. Engrg. Mech., ASCE, 115(5), 1035– 1053.
18.
Wiener, N. ( 1938). “The homogeneous chaos.” Am. J. Math., 60, 897–936.

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Go to Journal of Engineering Mechanics
Journal of Engineering Mechanics
Volume 125Issue 1January 1999
Pages: 26 - 40

History

Received: Jan 26, 1998
Published online: Jan 1, 1999
Published in print: Jan 1999

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Member, ASCE
Assoc. Prof., Dept. of Civ. Engrg., Johns Hopkins Univ., Baltimore, MD 21218.

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