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Comparative study of stochastic slope stability analysis based on conditional and unconditional random field

机译:基于条件和无条件随机场的随机边坡稳定性分析的比较研究

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In this study, by coupling the conditional and unconditional random field with finite element methods, the stability of a real slope is investigated. In the first method, which is used for the case of an Unconditional Random Field (URF), the analysis is carried out similar to the approach of the Random Finite Element Method (RFEM) using the mean and standard deviation (std.) of soil parameters derived from all boreholes. In the second, which is a Conditional Random Field (CRF), the soil parameters are mapped onto the selected analysis section and are then predicted on the section mesh elements based on geostatistical estimations. As outputs of the stochastic analysis, the probability density functions of safety factor and maximum lateral displacement of the slope from the two methods are compared with each other. The results of this case study indicate that the use of the CRF affects not only the std. of the safety factor and maximum lateral displacement distribution but can also cause variations in the mean value. Furthermore, the system reliability index of the slope stability decreases when the analysis is done based on the URF.
机译:在本研究中,通过用有限元方法耦合条件和无条件的随机场,研究了实际斜率的稳定性。在用于无条件随机场(URF)的情况下的第一种方法中,通过使用均值和标准偏差(STD)的随机有限元方法(RFEM)的方法来进行分析。来自所有钻孔的参数。在作为条件随机场(CRF)的第二个中,将土壤参数映射到所选分析部分上,然后基于地质统计估计预测在截面网格元素上。随着随机分析的输出,彼此比较了来自两种方法的安全系数和斜率最大横向位移的概率密度函数。本案例研究的结果表明,使用CRF的使用不仅影响STD。安全系数和最大横向位移分布,但也可能导致平均值的变化。此外,当基于URF进行分析时,斜率稳定性的系统可靠性指数降低。

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