Characterizing model uncertainty of upper-bound limit analysis on slopes using 3D rotational failure mechanism

X.Z. Li , H. Jiang , Q.J. Pan , L.H. Zhao
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引用次数: 0

Abstract

The slope stability assessment is a classical problem in geotechnical engineering. This topic have attracted many researcher’s attention and various theoretical models for predicting critical slope heights or safety factors in the light of the limit equilibrium (LE) method and the kinematical approach of limit analysis (LA) method. Meanwhile, a large number of experimental studies have been conducted to check the slope stability. Using centrifuge testing results, this paper aims to employ Bayesian method to characterize the model uncertainties of the classical three-dimensional rotational failure mechanism proposed by Michalowski and Drescher (2009) to predict critical slope heights in frictional soils, by incorporating the test uncertainties and parameter uncertainties. The obtained results show that the LA three-dimensional rotational failure mechanism overestimates the critical slope height compared with the LE method, and the experimental observational uncertainty has negligible influences on the posterior statistics of model uncertainty.

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基于三维旋转破坏机制的边坡上限分析模型不确定性表征
边坡稳定性评价是岩土工程中的一个经典问题。这一主题引起了许多研究人员的关注,并根据极限平衡法和极限分析法的运动学方法建立了各种预测临界边坡高度或安全系数的理论模型。同时,对边坡稳定性进行了大量的试验研究。利用离心试验结果,本文旨在采用贝叶斯方法来表征Michalowski和Drescher(2009)提出的经典三维旋转破坏机制的模型不确定性,通过结合试验不确定性和参数不确定性来预测摩擦土中的临界边坡高度。结果表明,与LE方法相比,LA三维旋转破坏机制高估了临界边坡高度,实验观测不确定性对模型不确定性的后验统计量的影响可以忽略不计。
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