Elastic Stress Predictor for Stochastic Finite Element Problems
- 1 International Center for Computational Engineering, Rhodes, Greece
Abstract
The paper presents a new algorithm of elastic stress predictor in non linear stochastic finite element method using the Generalized Polynomial Chaos. The statistical moments of strains calculated based on the displacement Polynomial Chaos expansion. To descretise the stochastic process of material the Karhunen-Loeve Expansion was used and it is presented. Using the strains and the material Karhunen-Loeve Expansion the stress components are calculated. A numerical example of shallow foundation was carried out and the results of stress and strain of the new algorithm were compared with those raised from Monte Carlo method which is treated as the exact solution. A great accuracy was presented.
- Hasselman, T. (2001) Quantification of Uncertainty in Structural Dynamic Models. Journal of Aerospace Engineering, 14, 158-165. http://dx.doi.org/10.1061/(ASCE)0893-1321(2001)14:4(158)
- Preis, A., Perelman, L. and Ostfeld, A. (2008) Uncertainty Quantification of Contamination Source Identification. World Environmental and Water Resources Congress 2008, 1-6. http://dx.doi.org/10.1061/40976(316)505
- Keitel, H. (2013) Quantifying Sources of Uncertainty for Creep Models under Varying Stresses. Journal of Structural Engineering, 139, 949-956. http://dx.doi.org/10.1061/(ASCE)ST.1943-541X.0000716
- Karim, A., Ahmed, I., Boutton, T., Strom, K. and Fox, J. (2015) Quantification of Uncertainty in a Sediment Provenance Model. World Environmental and Water Resources Congress 2015, 1790-1799. http://dx.doi.org/10.1061/9780784479162.175
- Phoon, K., Quek, S., Chow, Y. and Lee, S. (1990) Reliability Analysis of Pile Settlements. Journal of Geotechnical Engineering, ASCE, 116, 1717-35. http://dx.doi.org/10.1061/(ASCE)0733-9410(1990)116:11(1717)
- Mellah, R., Auvinet, G. and Masrouri, F. (2000) Stochastic Finite Element Method Applied to Non-Linear Analysis of Embankments. Probabilistic Engineering Mechanics, 15, 251-259. http://dx.doi.org/10.1016/S0266-8920(99)00024-7
- Eloseily, K., Ayyub, B. and Patev, R. (2002) Reliability Assessment of Pile Groups in Sands. Journal of Structural Engineering, ASCE, 128, 1346-53. http://dx.doi.org/10.1061/(ASCE)0733-9445(2002)128:10(1346)
- Fenton, G.A. and Vanmarcke, E. H. (1990) Simulation of Random Fields via Local Average Subdivision. Journal of Engineering Mechanics, 116, 1733-1749. http://dx.doi.org/10.1061/(ASCE)0733-9399(1990)116:8(1733)
- Paice, G.M., Griffiths, D.V. and Fenton, G.A. (1996) Finite Element Modeling of Settlements on Spatially Random Soil. Journal of Geotechnical Engineering, 122, 777-779. http://dx.doi.org/10.1061/(ASCE)0733-9410(1996)122:9(777)
- Fenton, G.A. and Griffiths, D.V. (2002) Probabilistic Foundation Settlement on Spatially Random Soil. Journal of Geotechnical and Geoenvironmental Engineering, 128, 381-390. http://dx.doi.org/10.1061/(ASCE)1090-0241(2002)128:5(381)
- Fenton, G.A. and Griffiths, D.V. (2005) Three-Dimensional Probabilistic Foundation Settlement. Journal of Geotechnical and Geoenvironmental Engineering, 131, 232-239. http://dx.doi.org/10.1061/(ASCE)1090-0241(2005)131:2(232)
- Fenton, G.A. and Griffiths, D.V. (2008) Risk Assessment in Geotechnical Engineering. Wiley, Hoboken. http://dx.doi.org/10.1002/9780470284704