Abstract
The excavation and construction of metro structures in a high-density urban area require cautions in the design process. The knowledge of ground should warn the engineers and enable them to take measures to avoid or at least to minimize the potential risks. To achieve that task, numerical simulations are used to determine the deformations due to the construction process. The role played by soil behavior is as fundamental as the values of its parameters. Due to the heterogeneity character of the soil, its random parameters influence on the response of the numerical simulation. A good understanding of that response could be addressed through sensitivity analysis, that is, the assessment of the impact of individual input parameters or sets of input parameters on the response of the model. In this paper, a sensitivity analysis is performed to illustrate the effect of the uncertainty of the input parameters on the response of a numerical simulation of tunnel construction through the finite element code Zsoil. For this purpose, the first-order sensitivity and the total order sensitivity based on Fourier Amplitude Sensitivity (FAST) technics will be performed.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Tarantola, S., Mara, T.A.: Variance-based sensitivity indices of computer models with depended inputs: the Fourier amplitude sensitivity test. Int. J. Uncertain. Quant. (2017)
Iooss, B., Lemaître, P.: A review on global sensitivity analysis methods. Alg. Appl., hal-00975701 (2015)
Sensitivity estimates for nonlinear mathematical models: Sobol’, I.M. Math. Mod. Comput. Exp. 1, 407–414 (1993)
Efron, B., Stein, C.: The jacknife estimate of variance. Ann. Stat. 9, 586596 (1981)
Hoeffding, W.: A class of statistics with asymptotically normal distributions. Ann. Math. Stat. 19, 293–325 (1948)
Tarantola, S., Gatelli, D., Mara, T.: Random balance designs for the estimation of first order global sensitivity indices. Reliabil. Eng. Syst. Saf. 91, 717–727 (2006)
Fang, S., Gertner, G.Z., Shinkavera, S., Wang, G., Anderson, A.: Improved generalized Fourier amplitude sensitivity test (FAST) for model assessment. Stat. Comput. 13, 221–226 (2003)
Cukier, R.I., Fortuin, C.M., Shuler, K.E., Petschek, A.G., Schaibly, J.H.: Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. I. theory. J. Chem. Phys. 59, 3873–3878 (1973)
Peck, R.B.: Deep excavations and tunneling in soft ground. In: 7th International Conference on Soil Mechanics Foundation. Energy, Mexico City, Sociedad Mexicana de Mecanica de Suelos, A.C (1969)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Noubissi, C., Taherzadeh, R., Puel, G., Lopez-Caballero, F. (2021). Uncertainty and Sensitivity Analysis of Soil Parameters for Tunneling in Urban Area. In: Barla, M., Di Donna, A., Sterpi, D. (eds) Challenges and Innovations in Geomechanics. IACMAG 2021. Lecture Notes in Civil Engineering, vol 125. Springer, Cham. https://doi.org/10.1007/978-3-030-64514-4_98
Download citation
DOI: https://doi.org/10.1007/978-3-030-64514-4_98
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-64513-7
Online ISBN: 978-3-030-64514-4
eBook Packages: EngineeringEngineering (R0)