TECHNICAL PAPERS
Sep 1, 1994

Variability Response Functions of Stochastic Plane Stress/Strain Problems

Publication: Journal of Engineering Mechanics
Volume 120, Issue 9

Abstract

The concept of variability response function based on the weighted‐integral method is extended to two‐dimensional plane stress/plane strain stochastic problems in order to calculate their response variability (in terms of second moments of response quantities) and reliability (in terms of the safety index) with great accuracy even when using relatively coarse finite‐element meshes. The concept of variability response function is used to establish spectral‐distribution‐free upper bounds of the response variability. In addition, the variability response function based on the local‐averaging method is introduced to reduce the computational effort associated with the weighted‐integral method. The two methods are compared to estimate the relative accuracy of the more approximate local‐averaging method. The response variability is calculated using a first‐order Taylor expansion approximation of the response quantities. The safety index is calculated using the advanced first‐order second‐moment approach. One of the most important findings is that the coefficient of variation of certain response quantities can be much larger than the coefficient of variation of the elastic modulus (the input quantity).

Get full access to this article

View all available purchase options and get full access to this article.

References

1.
Benaroya, H., and Rehak, M. (1988). “Finite element methods in probabilistic structural analysis: A selective review.” Appl. Mech. Rev., 41(5), 201–213.
2.
Brenner, C. E. (1991). “Stochastic finite element methods.” Internal Working Rep. No. 35‐91, Institute of Engineering Mechanics, University of Innsbruck, Innsbruck, Austria.
3.
Bucher, C. G., and Brenner, C. E. (1992). “Stochastic response of uncertain systems.” Archive of Appl. Mech., 62, 507–516.
4.
Bucher, C. G., and Wall, W. A. (1991). “Stochastic methods for systems with uncertain properties under plane stress/strain.” Computational stochastic mechanics, P. D. Spanos and C. A. Brebbia, eds., Computational Mechanics Publications, Southampton, Elsevier Applied Science, London, England, 863–874.
5.
Cherng, R‐H., and Wen, Y‐K. (1991). “Response of non‐linear trusses with spatial variability under random excitations.” Computational stochastic mechanics, P.D. Spanos and C. A. Brebbia, eds., Computational Mechanics Publications, Southampton, Elsevier Applied Science, London, England, 753–764.
6.
Deodatis, G. (1990). “Bounds on response variability of stochastic finite element systems.” J. Engrg. Mech., ASCE, 116(3), 565–585.
7.
Deodatis, G. (1991). “Weighted integral method. I: Stochastic stiffness matrix.” J. Engrg. Mech., ASCE, 117(8), 1851–1864.
8.
Deodatis, G., and Shinozuka, M. (1989). “Bounds on response variability of stochastic systems.” J. Engrg. Mech., ASCE, 115(11), 2543–2563.
9.
Deodatis, G., and Shinozuka, M. (1991). “Weighted integral method. II: Response variability and reliability.” J. Engrg. Mech., ASCE, 117(8), 1865–1877.
10.
Deodatis, G., Wall, W. A., and Shinozuka, M. (1991). “Analysis of two‐dimensional stochastic systems by the weighted integral method.” Computational stochastic mechanics, P. D. Spanos and C. A. Brebbia, eds., Computational Mechanics Publications, Southampton, Elsevier Applied Science, London, England, 395–406.
11.
Der Kiureghian, A., and Ke, J.‐B. (1988). “The stochastic finite element method in structural reliability.” Probabilistic Engrg. Mech., 3(2), 83–91.
12.
Der Kiureghian, A., Li, C. C., and Zhang, Y. (1991). “Recent developments in stochastic finite elements.” Proc., Fourth Int. Federation for Information Processing (IFIP), WG 7.5 Conf., Rackwitz and Thoft‐Christensen, eds., Springer‐Verlag, KG, Berlin, Germany.
13.
Ghanem, R. G., and Spanos, P. D. (1991a). Stochastic finite elements: a spectral approach. Springer‐Verlag, New York, N.Y.
14.
Ghanem, R. G., and Spanos, P. D. (1991b). “Spectral stochastic finite‐element formulation for reliability analysis.” J. Engrg. Mech., ASCE, 117(10), 2351–2372.
15.
Grigoriu, M. (1991). “Solution of random eigenvalue problem by crossing theory and perturbation.” Computational stochastic mechanics, P. D. Spanos and C. A. Brebbia, eds., Computational Mechanics Publications, Southampton, Elsevier Applied Science, London, England, 81–88.
16.
Lawrence, M. A. (1987). “Basis random variables in finite element analysis.” Int. J. Numerical Methods in Engrg., 24, 1849–1863.
17.
Liu, P.‐L., and Der Kiureghian, A. (1991). “Finite element reliability of geometrically nonlinear uncertain structures.” J. Engrg. Mech., ASCE, 117(8), 1806–1825.
18.
Liu, W. K., Belytschko, T., and Mani, A. (1986). “Random field finite elements.” Int. J. Numerical Methods in Engrg., 23, 1831–1845.
19.
Liu, W. K., Mani, A., and Belytschko, T. (1987). “Finite element methods in probabilistic mechanics.” Probabilistic Engrg. Mech., 2(4), 201–213.
20.
Madsen, H. O., Krenk, S., and Lind, N. C. (1986). Methods of structural safety, Prentice‐Hall, Englewood Cliffs, N.J.
21.
Segerlind, L. J. (1984). Applied finite element analysis. John Wiley, New York, N.Y.
22.
Takada, T. (1990a). “Weighted integral method in stochastic finite element analysis.” Probabilistic Engrg. Mech., 5(3), 146–156.
23.
Takada, T. (1990b). “Weighted integral method in multi‐dimensional stochastic finite element analysis.” Probabilistic Engrg. Mech., 5(4), 158–166.
24.
Teigen, J. G., Frangopol, D. M., Sture, S., and Felippa, C. A. (1991). “Probabilistic FEM for nonlinear concrete structures. I: Theory.” J. Struct. Engrg., ASCE, 117(9), 2674–2689.
25.
Vanmarcke, E. (1983). Random fields: analysis and synthesis. The MIT Press, Cambridge, Mass.
26.
Vanmarcke, E., Shinozuka, M., Nakagiri, S., Schuëller, G. I., and Grigoriu, M.(1986). “Random fields and stochastic finite elements.” Struct. Safety, 3(3,4), 143–166.
27.
Yamazaki, F. (1987). “Simulation of stochastic fields and its application to finite element analysis.” ORI Rep. 87‐04, Ohsaki Research Institute, Tokyo, Japan.
28.
Zhu, W. Q., Ren, Y. J., and Wu, W. Q. (1992). “Stochastic FEM based on local averages of random vector fields.” J. Engrg. Mech., ASCE, 118(3), 496–511.

Information & Authors

Information

Published In

Go to Journal of Engineering Mechanics
Journal of Engineering Mechanics
Volume 120Issue 9September 1994
Pages: 1963 - 1982

History

Received: Aug 16, 1993
Published online: Sep 1, 1994
Published in print: Sep 1994

Permissions

Request permissions for this article.

Authors

Affiliations

Friedrich J. Wall
HILTI AG, Corporate Res., Schaan, Principality of Liechtenstein; formerly, Res. Assoc., Dept. of Civ. Engrg. and Operations Res., Princeton University, Princeton, NJ 08544
George Deodatis, Associate Member, ASCE
Asst. Prof., Dept. of Civ. Engrg. and Operations Res., Princeton University, Princeton, NJ

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share