Technical Papers
Aug 11, 2016

Model Uncertainty of Eurocode 7 Approach for Bearing Capacity of Circular Footings on Dense Sand

Publication: International Journal of Geomechanics
Volume 17, Issue 3

Abstract

This paper presents a critical evaluation of the model factor M = qu,m/qu,c for Eurocode 7 calculating the bearing capacity of circular footings on dense sand, where qu,m = measured capacity and qu,c = Eurocode 7 calculated capacity. Regression analysis is required to remove the dependency of M on the input parameters. Because the input parameters cannot be varied systematically in load tests, previous studies showed that finite-element limit analysis (FELA) can be used as an alternative to load tests for regression. This is further verified from the model factor MFELA = qu,m/qu,FELA with a mean of 1 and a coefficient of variation (cov) of 0.1, where qu,FELA = FELA predicted capacity. A correction factor (Ms = qu,FELA/qu,c) is next defined, which can be decomposed as a product of a systematic part f and a residual part η (i.e., Ms = ), which is modeled as a lognormal random variable with mean = 1 and cov = 0.11. Finally, a new model factor (M′ = qu,m/q′u,c = qu,m/fqu,c) is defined. The model statistics of M′ = ηMFELA can be obtained from those of η and MFELA, where mean = 1 and cov = 0.11. This is consistent with the results (mean = 1.02 and cov = 0.15) characterized using the load-test database directly, because M′ no longer depends on the input parameters.

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References

Ang, A. H. S., and Tang, W. H. (1984). Probability concepts in engineering planning and design. II: Decision, risk and reliability, John Wiley & Sons, New York.
Azzam, W. R., and ElWakil, A. Z. (2015). “Experimental and numerical studies of circular footing resting on confined granular subgrade adjacent to slope.” Int. J. Geomech., 04015028.
Bolton, M. D. (1986). “The strength and dilatancy of sands.” Géotechnique, 36(1), 65–78.
Bolton, M. D., and Lau, C. K. (1989). “Scale effect in the bearing capacity of granular soils.” Proc., 12th Int. Conf. on Soil Mechanics and Foundation Engineering, Vol. 2, A. A. Balkema, Rotterdam, The Netherlands, 895–898.
Briaud, J. L., and Tucker, L. M. (1988). “Measured and predicted axial response of 98 piles.” J. Geotech. Engrg, 984–1001.
Burlon, S., Frank, R., Baguelin, F., Habert, J., and Legrand, S. (2014). “Model factor for the bearing capacity of piles from pressuremeter test results-Eurocode 7 approach.” Géotechnique, 64(7), 513–525.
CEN (European Committee for Standardization). (2004). EN 1997-1: Eurocode 7: Geotechnical design—Part 1: General rules, Brussels, Belgium.
Cerato, A. B., and Lutenegger, A. J. (2007). “Scale effect of shallow foundation bearing capacity on granular material.” J. Geotech. Geoenviron. Eng., 1192–1202.
Chakraborty, M., and Kumar, J. (2015). “Lower-bound axisymmetric formulation for geomechanics problems using nonlinear optimization.” Int. J. Geomech., 06014024.
Chen, W. F. (1975). Limit analysis and soil plasticity, Elsevier, Amsterdam, The Netherlands.
Clark, J. I. (1998). “The settlement and bearing capacity of very large foundations on strong soils: 1996 R.M. Hardy keynote address.” Can. Geotech. J., 35(1), 131–145.
De Beer, E. E. (1965). “Bearing capacity and settlement of shallow foundations on sand.” Proc., Symp. on Bearing Capacity and Settlement of Foundations, Durham, NC, pp. 15–33.
Diaz-Segura, E. G. (2013). “Assessment of the range of variation of Nγ from 60 estimation methods for footings on sand.” Can. Geotech. J., 50(7), 793–800.
Dithinde, M., Phoon, K. K., De Wet, D., and Retief, J. V. (2011). “Characterization of model uncertainty in the static pile design formula.” J. Geotech. Geoenviron. Eng., 70–85.
Drucker, D. C., Greenberg, W., and Prager, W. (1951). “The safety factor of an elastic plastic body in plane strain.” Trans. ASME J. Appl. Mech., 73, 371–378.
Drucker, D. C., Prager, W., and Greenberg, H. J. (1952). “Extended limit design theorems for continuous media.” Q. J. Appl. Math., 9(4), 381–389.
ISO (International Organization for Standardization). (2012). ISO 19905-1: Petroleum and natural gas industries-site specific assessment of mobile offshore units—Part 1: Jack-ups, Geneva, Switzerland.
Jamiolkowski, M. B., Lo Presti, D. C. F., and Manassero, M. (2003). “Evaluation of relative density and shear strength of sand from cone penetration test (CPT) and flat dilatometer (DMT).” Soil behavior and soft ground construction, J. T. Germaine, T. C. Sheahan, and R. V. Whitman, ed., ASCE, Reston, VA, 201–238.
Kulhawy, F. H., and Mayne, P. W. (1990). “Manual on estimating the soil properties on foundation design.” EL-6800, Research project 1493-6, Final Rep., Electric Power Research Institute, Palo Alto, CA.
Kumar, J., and Chakraborty, D. (2013). “Linearization of Drucker-Prager yield criterion for axisymmetric problems: Implementation in lower-bound limit analysis.” Int. J. Geomech., 153–161.
Kusakabe, O., Yamaguchi, H., and Morikage, A. (1991). “Experiment and analysis on the scale effect of Nγ for circular and rectangular footings.” Proc., Int. Conf., Centrifuge 91, A. A. Balkema, Rotterdam, The Netherlands, 179–186.
Kutter, B. L., Abghari, A., and Cheney, J. A. (1988). “Strength parameters for bearing capacity of sand.” J. Geotech. Engrg., 491–498.
Lacasse, S., and Nadim, F. (1994). “Reliability issues and future challenges in geotechnical engineering for offshore structures.” Proc., 7th Int. Conf. on Behavior of Offshore Structures, MIT Press, Cambridge, MA, 9–38.
Lee, J. H., and Salgado, R. (2005). “Estimation of bearing capacity of circular footings on sands based on cone penetration test.” J. Geotech. Geoenviron. Eng., 442–452.
Loukidis, D., and Salgado, R. (2011). “Effect of relative density and stress level on the bearing capacity of footings on sand.” Géotechnique, 61(2), 107–119.
Lyamin, A., Salgado, R., Sloan, S. W., and Prezzi, M. (2007). “Two- and three-dimensional bearing capacity of footings in sand.” Géotechnique, 57(8), 647–662.
Makrodimopoulos, A., and Martin, C. M. (2006). “Lower bound limit analysis of cohesive-frictional materials using second-order cone programming.” Int. J. Numer. Methods Eng., 66(4), 604–634.
MATLAB 7.10.0 [Computer software]. MathWorks, Natick, MA.
Meyerhof, G. G. (1950). “The bearing capacity of sand.” PhD thesis, Univ. of London, London.
MOSEK [Computer software]. MOSEK ApS, Copenhagen, Denmark.
Muganga, R. T. (2008). “Uncertainty evaluation of displacement and capacity of shallow foundations on rock.” Master's thesis, Univ. of Massachusetts, Lowell, MA.
Okahara, M., Takagi, S., Obata, H., Mori, K., and Tatsuta, M. (1988). “Centrifuge tests on scale effect of bearing capacity.” Proc., 42nd Japan Annual Conference on Civil Engineering, Vol. III, 250–251.
Okamura, M., Takemura, J., and Kimura, T. (1997). “Centrifuge model tests on bearing capacity and deformation of sand layer overlying clay.” Soils Found., 37(1), 73–88.
Paikowsky, S. G. (2002). “Load and resistance factor design (LRFD) for deep foundations.” NCHRP Rep. 24-17, Transportation Research Board, Washington, DC.
Paikowsky, S. G. (2010). “LRFD design and construction of shallow foundations for highway bridge structures.” NCHRP Rep. 651, Transportation Research Board, Washington, DC.
Perkins, S. W., and Madson, C. R. (2000). “Bearing capacity of shallow foundations on sand: A relative density approach.” J. Geotech. Geoenviron. Eng., 521–530.
Phoon, K. K., Chen, J. R., and Kulhawy, F. H. (2006). “Characterization of model uncertainties for augured cast-in-place (ACIP) piles under axial compression.” Foundation analysis and design: Innovative methods (GSP 153), R. L. Parsons, L. M. Zhang, W. D. Guo, K. K. Phoon, and M. Yang, eds., ASCE, Reston, VA, 82–89.
Phoon, K. K., Chen, J. R., and Kulhawy, F. H. (2007). “Probabilistic hyperbolic models for foundation uplift movement.” Probabilistic applications in geotechnical engineering (GSP 170) (CD-ROM), K. K. Phoon, et al., eds., ASCE, Reston, VA.
Phoon, K. K., and Kulhawy, F. H. (2005). “Characterisation of model uncertainties for laterally loaded rigid drilled shafts.” Géotechnique, 55(1), 45–54.
Phoon, K. K., and Tang, C. (2015a). “Model uncertainty for the capacity of strip footings under combined loading.” Geotechnical Special Publication in honor of Wilson H. Tang, ASCE, Reston, VA.
Phoon, K. K., and Tang, C. (2015b). “Model uncertainty for the capacity of strip footings under negative and general combined loading.” 12th Int. Conf. on Applications of Statistics and Probability in Civil Engineering, ICASP 12, Vancouver, Canada, July 12-15.
Randolph, M. F., Jamiolkowski, M. B., and Zdravkovic, L. (2004). “Load carrying capacity of foundations.” Proc., Skempton Memorial Conf., Vol. 1, Telford, London, 207–240.
Sivakugan, N., and Johnson, K. (2004). “Settlement predictions in granular soils: A probabilistic approach.” Géotechnique, 54(7), 499–502.
Sloan, S. W. (2013). “Geotechnical stability analysis.” Géotechnique, 63(7), 531–572.
Tang, C., and Phoon, K. K. (2016). “Model uncertainty of cylindrical shear method for calculating the uplift capacity of helical anchors in clay.” Eng. Geol., 207, 14–23.
Tang, C., Toh, K. C., and Phoon, K. K. (2014). “Axisymmetric lower-bound limit analysis using finite elements and second-order cone programming.” J. Eng. Mech., 268–278.
Tang, W. H., and Gilbert, R. B. (1993). “Case study of offshore pile system reliability.” Proc., 25th Offshore Technology Conf., Society of Petroleum Engineers, Houston, TX, 677–686.
Toyosawa, Y., Itoh, K., Kikkawa, N., Yang, J. J., and Liu, F. (2013). “Influence of model footing diameter and embedded depth on particle size effect in centrifugal bearing capacity tests.” Soils Found., 53(2), 349–356.
Ueno, K., Miura, K., and Maeda, Y. (1998). “Prediction of ultimate bearing capacity of surface footings with regard to size effect.” Soils Found., 38(3), 165–178.
Ueno, K., Nakatomi, T., Mito, K., and Kusakabe, O. (1994). “Initial conditions and their influences on bearing characteristics of sand.” Proc. Int. Conf. Centrifuge, 94, 541–546.
Uzielli, M., and Mayne, P. W. (2012). “Load-displacement uncertainty of vertically loaded shallow footings on sands and effects on probabilistic settlement estimation.” Georisk: Assess. Manage. Risk Eng. Syst. Geohazards, 6(1), 50–69.
White, D. J., Teh, K. L., Leung, C. F., and Chow, Y. K. (2008). “A comparison of the bearing capacity of flat and conical circular foundations on sand.” Géotechnique, 58(10), 781–792.
Zhang, D. M., Phoon, K. K., Huang, H. W., and Hu, Q. F. (2015). “Characterization of model uncertainty for cantilever deflections in undrained clay.” J. Geotech. Geoenviron. Eng., 04014088.
Zhang, J., Zhang, L. M., and Tang, W. H. (2009). “Bayesian framework for characterizing geotechnical model uncertainty.” J. Geotech. Geoenviron. Eng., 932–940.
Zhu, F., Clark, J. I., and Phillips, R. (2001). “Scale effect of strip and circular footings resting on dense sand.” J. Geotech. Geoenviron. Eng., 613–621.

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Go to International Journal of Geomechanics
International Journal of Geomechanics
Volume 17Issue 3March 2017

History

Received: Dec 2, 2015
Accepted: May 26, 2016
Published online: Aug 11, 2016
Discussion open until: Jan 11, 2017
Published in print: Mar 1, 2017

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Research Fellow, Dept. of Civil and Environmental Engineering, National Univ. of Singapore, Block E1A, #07-03, 1 Engineering Dr. 2, Singapore 117576 (corresponding author). E-mail: [email protected]
Kok-Kwang Phoon, F.ASCE [email protected]
Professor, Dept. of Civil and Environmental Engineering, National Univ. of Singapore, Block E1A, #07-03, 1 Engineering Dr. 2, Singapore 117576. E-mail: [email protected]

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