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A general framework for coupled hydro-mechanical modelling of rainfall-induced instability in unsaturated slopes with multivariate random fields

机译:具有多变量随机场的非饱和斜坡降雨引起的失稳耦合水力力学模型的通用框架

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An accurate estimation of rainfall-induced instability of slopes for extremely nonhomogeneous materials such as lignite mine spoils is a major challenge. This paper investigates the stability of nonhomogeneous soil slopes with respect to slip surface development, size of sliding volume, and determination of safety factor. Specified dependent random variables are cross-correlated using a multivariate Gaussian copula, the use of which provides a faster and more accurate representation of the inter-dependent properties of randomly-distributed soil. A Monte-Carlo simulation is used to generate a series of multivariate random fields for slopes. These are then implemented in Abaqus and analysed under constant rainfall conditions using a fully coupled hydro-elasto-plastic model. The resulting stress, strain, pore pressure, and displacement data are further processed in MATLAB to evaluate critical slip surfaces and safety factors. Results indicate that the factor of safety in a homogenous case is overestimated compared to the nonhomogeneous condition, while the sliding volume is underestimated. Moreover, the factor of safety decreases as the rainfall simulation continues and the probability of failure increases to nearly 100% after 10 days of rainfall. The framework developed in this paper can provide guidance for conducting relatively inexpensive probabilistic analyses.
机译:对于极端非均质材料(例如褐煤矿渣)的降雨引起的斜坡失稳的准确估算是一项重大挑战。本文研究了非均质土质边坡的稳定性,涉及滑移面的发育,滑移量的大小以及安全系数的确定。指定的因变量是使用多变量高斯copula进行互相关的,使用该变量可以更快,更准确地表示随机分布的土壤的相互依存特性。蒙特卡洛模拟用于生成一系列用于坡度的多元随机场。然后将其在Abaqus中实施,并使用完全耦合的水弹塑性模型在恒定降雨条件下进行分析。由此产生的应力,应变,孔隙压力和位移数据将在MA​​TLAB中进一步处理,以评估关键的滑动面和安全系数。结果表明,与非均质条件相比,同质情况下的安全系数被高估了,而滑动量却被低估了。此外,随着降雨模拟的继续,安全系数降低,降雨10天后失效的可能性增加到接近100%。本文开发的框架可以为进行相对廉价的概率分析提供指导。

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