Characterization of Model Uncertainty for Cantilever Deflections in Undrained Clay
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VIEW THE REPLYPublication: Journal of Geotechnical and Geoenvironmental Engineering
Volume 141, Issue 1
Abstract
This work presents a critical evaluation of the model factor for the mobilized strength design (MSD) method for cantilever deflection in undrained soft to medium-stiff clay. The model factor is characterized in two parts. A correction factor is first defined as the ratio between the wall-top deflection computed from the FEM and its corresponding value computed from the MSD. The hardening soil with a small-strain model is used in FEM. The statistics of are evaluated using 82 numerical simulations. Because is not random, and therefore cannot be modeled directly as a random variable, it is decomposed as a product of a systematic part () and a random part (). The random part is modeled as a lognormal random variable with a mean of 1.01 and a coefficient of variation (COV) of 0.18. The model factor for FEM () is next defined as the ratio between the measured wall-top deflection and the corresponding FEM result. The statistics of are evaluated using 45 field cases. The ratio is random and can be modeled directly as a lognormal random variable with a mean of 1.01 and a COV of 0.21. The model factor for MSD () is finally derived from the product of and . This proposed approach is validated by 14 centrifuge tests. The importance of including the proposed model factor in reliability analysis is illustrated using a field example.
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Acknowledgments
This study is substantially supported by National Natural Science Foundation of China (NSFC Grant Nos. 51278381 and 41102172) and Shanghai Outstanding Academic Leaders Program (Grant No. 12XD1405100). The authors are grateful to these programs.
References
Ang, A. H.-S., and Tang, W. H. (1975). Probability concepts in engineering planning and design, Wiley, New York.
Benz, T. (2006). “Small-strain stiffness of soils and its numerical consequences.” Ph.D. thesis, Univ. Stuttgart, Stuttgart, Germany.
Blackburn, J. T. (2005). “Automated sensing and three-dimensional analysis of internally braced excavations.” Ph.D. thesis, Northwestern Univ., Evanston, IL.
Bolton, M. D., and Powrie, W. (1988). “Behaviour of diaphragm walls in clay prior to collapse.” Géotechnique, 38(2), 167–189.
British Standards Institution. (2002). “Eurocode: Basis of structural design.” EN1990:2002, London.
Burland, J. B. (1990). “On the compressibility and shear strength of natural clays.” Géotechnique, 40(3), 329–378.
Burland, J. B., and Hancock, R. J. R. (1977). “Underground car park at the House of Commons, London: Geotechnical aspects.” Struct. Eng., 55(2), 81–100.
Carder, D. R., and Symons, I. F. (1989). “Long-term performance of an embedded cantilever retaining wall in stiff clay.” Géotechnique, 39(1), 55–75.
Chen, C. H. (2003). “Centrifuge model test of cantilever retaining wall for excavations.” M.S. thesis, National Central Univ., Taipei, Taiwan.
Clough, G. W., Smith, E. M., and Sweeney, B. P. (1989). “Movement control of excavation support systems by iterative design.” Proc., Foundation Engineering: Current Principles and Practices, ASCE, New York, 869–884.
Dithinde, M., Phoon, K. K., De Wet, M., and Retief, J. V. (2011). “Characterization of model uncertainty in the static pile design formula.” J. Geotech. Geoenviron. Eng., 70–85.
Duncan, J. M., and Chang, C.-Y. (1970). “Nonlinear analysis of stress and strain in soils.” J. Soil Mech. and Found. Div., 96(5), 1629–1653.
Finno, R. J., and Harahap, I. S. (1991). “Finite element analyses of HDR-4 excavation.” J. Geotech. Engrg., 1590–1609.
Finno, R. J., and Tu, X. (2006). “Selected topics in numerical simulation of supported excavations.” Proc., Int. Conf. Numerical Simulation Construction Processes in Geotechnical Engineering Urban Environment, Taylor & Francis, Bochum, Germany, 3–19.
Gasparre, A., Nishimura, S., Minh, N. A., Coop, M. R., and Jardine, R. J. (2007). “The stiffness of natural London Clay.” Géotechnique, 57(1), 33–47.
Gilbert, R., and Tang, W. (1995). “Model uncertainty in offshore geotechnical reliability.” Proc., 27th Offshore Technology Conf., Society of Petroleum Engineers, Richardson, TX, 557–567.
Hardin, B. O., and Drnevich, V. P. (1972). “Shear modulus and damping in soils.” J. Soil Mech. and Found. Div., 98(7), 667–692.
Hashash, Y. M. A. (1992). “Analysis of deep excavations in clay.” Ph.D. thesis, Massachusetts Institute of Technology (MIT), Cambridge, MA.
Hsiao, E. C., Schuster, M., Juang, C. H., and Kung, G. T. (2008). “Reliability analysis and updating of excavation-induced ground settlement for building serviceability assessment.” J. Geotech. Geoenviron. Eng., 1448–1458.
Janbu, N. (1963). “Soil compressibility as determined by oedometer and triaxial tests.” Proc., European Conf. on Soil Mechanics and Foundation Engineering, Vol. 1, Deutsche Gesellschaft für Erd- und Grundbau, Essen, Germany, 19–25.
Juang, C. H., Yang, S. H., Yuan, H., and Khor, E. H. (2004). “Characterization of the uncertainty of the Robertson and Wride model for liquefaction potential evaluation.” Soil. Dyn. Earthquake Eng., 24(9-10), 771–780.
Kimura, T. (1993). “Stability of unsupported and supported vertical cuts in soft clay.” Proc., 11th Southeast Asian Geotechnical Conf., Southeast Asian Geotechnical Society, Singapore, 61–70.
Klar, A., and Osman, A. S. (2008). “Load–displacement solutions for piles and shallow foundations based on deformation fields and energy conservation.” Géotechnique, 58(7), 581–589.
Kung, G. T., Juang, C. H., Hsiao, E. C., and Hashash, Y. M. (2007). “Simplified model for wall deflection and ground-surface settlement caused by braced excavation in clays.” J. Geotech. Geoenviron. Eng., 731–747.
Kung, G. T. C. (2003). “Surface settlement induced by excavation with consideration of small strain behavior of Taipei silty clay.” Ph.D. thesis, Dept. of Construction Engineering, National Taiwan Univ. of Science and Technology, Taipei, Taiwan.
Kung, G. T. C., and Jheng, U. Z. (2010). “Evaluation of analyzing excavation—Induced wall deflection and ground movement using hardening soil models.” Chin. J. Geotech. Eng., 32(2), 175–178.
Lacasse, S., and Nadim, F. (1994). “Reliability issues and future challenges in geotechnical engineering for offshore structures.” Proc., 7th Int. Conf. on Behaviour of Offshore Structures, MIT Press, Cambridge, MA, 9–38.
Lam, S. Y., and Bolton, M. D. (2011). “Energy conservation as a principle underlying mobilizable strength design for deep excavations.” J. Geotech. Geoenviron. Eng., 1062–1074.
Li, Q., Ng, C. W. W., and Liu, G. B. (2012). “Determination of small-strain stiffness of Shanghai clay on prismatic soil specimen.” Can. Geotech. J., 49(8), 986–993.
Mair, R. (1993). “Developments in geotechnical engineering research: Application to tunnels and deep excavations.” Proc. Inst. Civ. Eng., 97(1), 27–41.
Nadim, F. (2007). “Tools and strategies for dealing with uncertainty in geotechnics.” Probabilistic methods in geotechnical engineering, D. V. Griffiths and G. A. Fenton, eds., Springer, New York, 71–95.
O’Brien, R. M. (2007). “A caution regarding rules of thumb for variance inflation factors.” Qual. Quant., 41(5), 673–690.
Osman, A. S., and Bolton, M. D. (2004). “A new design method for retaining walls in clay.” Can. Geotech. J., 41(3), 451–466.
Osman, A. S., and Bolton, M. D. (2006). “Ground movement predictions for braced excavations in undrained clay.” J. Geotech. Geoenviron. Eng., 465–477.
Ou, C.-Y., Hsieh, P.-G., and Chiou, D.-C. (1993). “Characteristics of ground surface settlement during excavation.” Can. Geotech. J., 30(5), 758–767.
Ou, C.-Y., Liao, J.-T., and Cheng, W.-L. (2000). “Building response and ground movements induced by a deep excavation.” Géotechnique, 50(3), 209–220.
Ou, C.-Y., Liao, J.-T., and Lin, H.-D. (1998). “Performance of diaphragm wall constructed using top-down method.” J. Geotech. Geoenviron. Eng., 798–808.
Peck, R. (1969). “Deep excavations and tunnelling in soft ground.” Proc., 7th Int. Conf. on Soil Mechanics and Foundation Engineering, Sociedad Mexicana de Ingeniería Geotécnica, Mexico City, 225–290.
Phoon, K.-K., and Kulhawy, F. H. (1999). “Characterization of geotechnical variability.” Can. Geotech. J., 36(4), 612–624.
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., Liu, S. L., and Chow, Y. K. (2009). “Characterization of model uncertainties for cantilever retaining walls in sand.” J. GeoEng., 4(3), 75–85.
PLAXIS2D 10.0 [Computer software]. Delft, Netherlands, Plaxis.
Poh, T. Y., Wong, I. H., and Chandrasekaran, B. (1997). “Performance of two propped diaphragm walls in stiff residual soils.” J. Perform. Constr. Facil., 190–199.
Powrie, W. (1986). “The behaviour of diaphragm walls in clay.” Ph.D. thesis, Univ. of Cambridge, Cambridge, U.K.
Raison, C. (1984). “Discussion on performance of propped and cantilevered rigid walls.” Géotechnique, 35(4), 546–548.
Schweiger, H. F., Marcher, T., and Nasekhian, A. (2010). “Nonlinear FE-analysis of tunnel excavation–Comparison of EC7 design approaches.” Geomech. Tunnel., 3(1), 61–67.
SPSS 6.1 [Computer software]. Armonk, NY, IBM.
Tan, O., Zaimoglu, A. S., Hinislioglu, S., and Altun, S. (2005). “Taguchi approach for optimization of the bleeding on cement-based grouts.” Tunnelling Underground Space Technol., 20(2), 167–173.
Tedd, P., Chard, B. M., Charles, J. A., and Symons, I. F. (1984). “Behaviour of a propped embedded retaining wall in stiff clay at Bell Common Tunnel.” Géotechnique, 34(4), 513–532.
Ting, C. P. (2004). “Characterisation of Singapore lower marine clay.” Ph.D. thesis, National Univ. of Singapore, Singapore.
Vardanega, P. J., and Bolton, M. D. (2013). “Stiffness of clays and silts: Normalizing shear modulus and shear strain.” J. Geotech. Geoenviron. Eng., 1575–1589.
Wallace, J. C., Ho, C. E., and Long, M. M. (1993). “Retaining wall behaviour for a deep basement in Singapore marine clay.” Proc., Conf. of Retaining Struct., Thomas Telford, London, 195–204.
Wang, K. M. (2005). “Behaviour of cantilever retaining wall for excavation in clays.” M.S. thesis, National Central Univ., Taipei, Taiwan.
Whitman, R. V. (2000). “Organizing and evaluating uncertainty in geotechnical engineering.” J. Geotech. Geoenviron. Eng., 583–593.
Whittle, A. J., and Davies, R. V. (2006). “Nicoll Highway collapse: Evaluation of geotechnical factors affecting design of excavation support system.” Proc. Int. Conf. on Deep Excavations, Singapore.
Wood, L. A., and Perrin, A. J. (1984). “Observations of a strutted diaphragm wall in London clay: A preliminary assessment.” Géotechnique, 34(4), 563–579.
Xu, Z. H. (2007). “Deformation behavior of deep excavations supported by permanent structure in Shanghai soft deposit.” Ph.D. thesis, Shanghai Jiaotong Univ., Shanghai, China.
Young, D. K., and Ho, E. W. L. (1994). “The observational approach to design of a sheet-piled retaining wall.” Géotechnique, 44(4), 637–654.
Zhang, J., Zhang, L. M., and Tang, W. H. (2009). “Bayesian framework for characterizing geotechnical model uncertainty.” J. Geotech. Geoenviron. Eng., 932–940.
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© 2014 American Society of Civil Engineers.
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Received: Dec 15, 2013
Accepted: Aug 26, 2014
Published online: Oct 1, 2014
Published in print: Jan 1, 2015
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