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Multiscale Simulations for Coupled Flow and Transport Using the Generalized Multiscale Finite Element Method

机译:广义多尺度有限元方法的流固耦合多尺度模拟

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In this paper, we develop a mass conservative multiscale method for coupled flow and transport in heterogeneous porous media. We consider a coupled system consisting of a convection-dominated transport equation and a flow equation. We construct a coarse grid solver based on the Generalized Multiscale Finite Element Method (GMsFEM) for a coupled system. In particular, multiscale basis functions are constructed based on some snapshot spaces for the pressure and the concentration equations and some local spectral decompositions in the snapshot spaces. The resulting approach uses a few multiscale basis functions in each coarse block (for both the pressure and the concentration) to solve the coupled system. We use the mixed framework, which allows mass conservation. Our main contributions are: (1) the development of a mass conservative GMsFEM for the coupled flow and transport; (2) the development of a robust multiscale method for convection-dominated transport problems by choosing appropriate test and trial spaces within Petrov-Galerkin mixed formulation. We present numerical results and consider several heterogeneous permeability fields. Our numerical results show that with only a few basis functions per coarse block, we can achieve a good approximation.
机译:在本文中,我们开发了一种质量保守的多尺度方法,用于非均质多孔介质中的流动与传输耦合。我们考虑一个由对流为主的输运方程和流量方程组成的耦合系统。我们基于广义多尺度有限元方法(GMsFEM),为耦合系统构造了一个粗糙的网格求解器。特别是,基于一些快照空间中的压力和浓度方程式以及快照空间中的一些局部光谱分解,构造了多尺度基函数。生成的方法在每个粗块中使用了几个多尺度基函数(用于压力和浓度)来求解耦合系统。我们使用混合框架,可以节省大量空间。我们的主要贡献是:(1)为流动和运输的耦合开发了一个质量保守的GMsFEM; (2)通过在Petrov-Galerkin混合配方中选择合适的测试和试验空间,开发了一种强大的多尺度方法来解决对流占主导的运输问题。我们提出数值结果并考虑几个非均质渗透率场。我们的数值结果表明,每个粗块只有几个基函数,我们可以实现良好的近似。

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