Probabilistic Critical Slip Surface for Earth Slopes Based on the First Order Reliability Method

被引:14
作者
Metya S. [1 ]
Bhattacharya G. [1 ]
机构
[1] Bengal Engineering and Science University, Howrah, 711103, Shibpur
关键词
Probability distribution; Random variable; Reliability analysis; Slip surface; Slope stability;
D O I
10.1007/s40098-013-0089-8
中图分类号
学科分类号
摘要
The paper presents a computational procedure for reliability analysis of earth slopes in which the probabilistic critical slip surface is located using a mathematical programming formulation similar to that used to search for the deterministic critical slip surface in a conventional slope stability analysis. The procedure is based on the First Order Reliability Method (FORM) in conjunction with the Spencer method for evaluation of factor of safety of general slip surfaces and the Sequential Quadratic Programming (SQP) technique of optimization. When applied to two benchmark illustrative examples, the procedure yields the probabilistic critical slip surfaces which are reasonable and the values of the associated minimum reliability indices are close to or lower than those reported by different investigators using different methodologies, and compare well with those from the direct Monte-Carlo simulation method (MCS). Further, the developed procedure has been made use of to investigate another important aspect of reliability analysis, namely, how the results of reliability analyses vary with the probability distributions assumed for the basic random variables. Three most commonly assumed distributions, namely, normal, lognormal and truncated normal distributions have been considered. The results indicate that the lognormal assumption used solely to ensure non-negativity of the basic variables might lead to non-conservative prediction of probability of failure. Whether the effect of such distributional assumption is consistent when the coefficients of variation (COVs) of the basic random variables vary within their respective ranges has also been investigated. © 2013 Indian Geotechnical Society.
引用
收藏
页码:329 / 340
页数:11
相关论文
共 49 条
  • [1] Alonso E.E., Risk analysis of slopes and its application to slopes in Canadian sensitive clays, Geotechnique, 26, 3, pp. 453-472, (1976)
  • [2] Ang A.H.S., Tang W.H., Probability Concepts in Engineering Planning and Design: Decision, Risk and Reliability, II, (1984)
  • [3] Baecher G.B., Christian J.T., Reliability and Statistics in Geotechnical Engineering, (2003)
  • [4] Bhattacharya G., Jana D., Ojha S., Chakraborty S., Direct search for minimum reliability index of earth slopes, Comput Geotech, 30, 6, pp. 455-462, (2003)
  • [5] Cho S.E., Probabilistic stability analyses of slopes using the ANN-based response surface, Comput Geotech, 36, 5, pp. 787-797, (2009)
  • [6] Chowdhury R., Rao B.N., Probabilistic stability assessment of slopes using high dimensional model representation, Comput Geotech, 37, 7-8, pp. 876-884, (2010)
  • [7] Chowdhury R.N., Risk estimation for failure progression along a slip surface, Proceedings of the 4th international symposium on landslides, pp. 381-386, (1984)
  • [8] Chowdhury R.N., Xu D.W., Reliability index for slope stability assessment-two methods compared, Reliab Eng Syst Saf, 37, 2, pp. 99-108, (1992)
  • [9] Chowdhury R.N., Zhang S., Prediction of critical slip surface, Proceedings of the 5th Australia-New zealand conference on geomechanics, pp. 451-455, (1988)
  • [10] Christian J.T., Baecher G.B., Point-estimate method as numerical quadrature, J Geotech Geoenviron Eng ASCE, 125, 9, pp. 779-787, (1999)