Probabilistic modelling of auto-correlation characteristics of heterogeneous slopes

Le, T. M. H., Sánchez, M., Gallipoli, D. and Wheeler, S. (2015) Probabilistic modelling of auto-correlation characteristics of heterogeneous slopes. Geomechanics and Geoengineering, 10(2), pp. 95-108. (doi:10.1080/17486025.2014.933890)

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Abstract

Spatial variability of soil materials has long been recognised as an important factor influencing the reliability of geo-structures. This study stochastically investigates the influence of spatial variability of shear strength on the stability of heterogeneous slopes, focusing on the auto-correlation function, auto-correlation distance and cross-correlation between soil parameters. The finite element method is merged with the random field theory to probabilistically evaluate factor of safety and probability of failure via Monte-Carlo simulations. The simulation procedure is explained in detail with suggestions on improving efficiency of the Monte-Carlo process. A simple procedure to create cross-correlation between random variables, which allows direct comparison of the influence of each strength variable, is discussed. The results show that the auto-correlation distance and cross-correlation can significantly influence slope stability, while the choice of auto-correlation function only has a minor effect. An equation relating the probability of failure with the auto-correlation distance is suggested in light of the analyses performed in this work and other results from the literature.

Item Type:Articles
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Wheeler, Professor Simon
Authors: Le, T. M. H., Sánchez, M., Gallipoli, D., and Wheeler, S.
College/School:College of Science and Engineering > School of Engineering > Infrastructure and Environment
Journal Name:Geomechanics and Geoengineering
Publisher:Taylor & Francis
ISSN:1748-6025
ISSN (Online):1748-6033
Published Online:14 August 2014

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