Reliability Analysis of Seismic Slope Stability with Uncertain Probability Distributions

蒙特卡罗方法 可靠性(半导体) 概率密度函数 抗剪强度(土壤) 边坡稳定性 岩土工程 数学 地质学 结构工程 统计 工程类 土壤科学 物理 量子力学 土壤水分 功率(物理)
作者
Zhaoxia Xu,Xiaoping Zhou,Qihu Qian
出处
期刊:International Journal of Geomechanics [American Society of Civil Engineers]
卷期号:21 (6) 被引量:3
标识
DOI:10.1061/(asce)gm.1943-5622.0002010
摘要

The probability density function or cumulative distribution function of shear strength parameters is commonly unknown, and the first-order reliability method, second-order reliability method, and Monte Carlo simulation cannot be applied. Considering this challenge, a method to calculate the failure probabilities of two- and three-dimensional seismic slopes based on the fourth-moment normal transformation (FMNT) is proposed in this study. Moreover, there is a well-known negative correlation among shear strength parameters, which is commonly neglected in reliability analyses. Generally, only the marginal distributions and correlation coefficients of variables are known. In this case, the FMNT is no longer applicable. Therefore, a copula-based sampling method (CBSM) was proposed to construct the negative correlation among the shear strength parameters in this study. The effects of different probability distributions of shear strength parameters on the failure probabilities were investigated by CBSM and FMNT for seismic slope stability in this study. Two study cases were addressed to investigate the difference in reliability analysis of seismic slopes between CBSM and FMNT.
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