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Stochastic finite element analysis of rockfill dam considering spatial variability of dam material porosity

机译:考虑坝体材料孔隙度空间变异性的堆石坝随机有限元分析

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Purpose The purpose of this study is to develop a stochastic finite element method (FEM) to solve the calculation precision deficiency caused by spatial variability of dam compaction quality.Design/methodology/approach The Choleski decomposition method was applied to generate constraint random field of porosity. Large-scale laboratory triaxial tests were conducted to determine the quantitative relationship between the dam compaction quality and Duncan-Chang constitutive model parameters. Based on this developed relationship, the constraint random fields of the mechanical parameters were generated. The stochastic FEM could be conducted.Findings When the fully random field was simulated without the restriction effect of experimental data on test pits, the spatial variabilities of both displacement and stress results were all overestimated; however, when the stochastic FEM was performed disregarding the correlation between mechanical parameters, the variabilities of vertical displacement and stress results were underestimated and variation pattern for horizontal displacement also changed. In addition, the method could produce results that are closer to the actual situation.Practical implications Although only concrete-faced rockfill dam was tested in the numerical examples, the proposed method is applicable for arbitrary types of rockfill dams.Originality/value The value of this study is that the proposed method allowed for the spatial variability of constitutive model parameters and that the applicability was confirmed by the actual project.
机译:目的本研究的目的是开发一种随机有限元方法(FEM),以解决由于大坝压实质量的空间可变性而导致的计算精度不足。 。进行了大规模的实验室三轴试验,以确定大坝压实质量与Duncan-Chang本构模型参数之间的定量关系。基于这种发展的关系,生成了机械参数的约束随机场。结果发现,当在没有实验数据对试验坑的限制的情况下模拟完全随机的场时,位移和应力结果的空间变异性都被高估了;但是,在进行随机有限元分析时,忽略了力学参数之间的相互关系,垂直位移和应力结果的变化被低估了,水平位移的变化模式也发生了变化。此外,该方法还能产生更接近实际情况的结果。实际意义尽管在数值示例中仅测试了混凝土面板堆石坝,但该方法仍适用于任意类型的堆石坝。这项研究的结果是,所提出的方法允许本构模型参数的空间可变性,并且其适用性已由实际项目证实。

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