Generalized Multiscale Finite Element method for multicontinua unsaturated flow problems in fractured porous media

被引:21
|
作者
Spiridonov, Denis [1 ]
Vasilyeva, Maria [2 ,3 ]
Chung, Eric T. [4 ]
机构
[1] North Eastern Fed Univ, Multiscale Model Reduct Lab, Yakutsk 677980, Republic Of Sak, Russia
[2] Texas A&M Univ, Inst Sci Computat, College Stn, TX 77843 USA
[3] North Eastern Fed Univ, Dept Computat Technol, Yakutsk 677980, Republic Of Sak, Russia
[4] CUHK, Dept Math, Hong Kong, Peoples R China
关键词
Unsaturated flow; Fractured porous media; Multicontinuum media; Generalized Multiscale Finite Element method; GMsFEM; Multiscale method; CONSERVATIVE NUMERICAL-SOLUTION; SHALE GAS-TRANSPORT; MODEL-REDUCTION; DISCRETE FRACTURE; DARCY FLOW; EQUATIONS;
D O I
10.1016/j.cam.2019.112594
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we present a multiscale method for simulations of the multicontinua unsaturated flow problems in heterogeneous fractured porous media. The mathematical model is described by the system of Richards equations for each continuum that is coupled by the specific transfer term. To illustrate the idea of our approach, we consider a dual continua background model with discrete fractures networks that is generalized as a multicontinua model for unsaturated fluid flow in the complex heterogeneous porous media. We present fine grid approximation based on the finite element method and Discrete Fracture Model (DFM) approach. In this model, we construct an unstructured fine grid that takes into account complex fracture geometries for two and three dimensional formulations. Due to construction of the unstructured grid, the fine grid approximation leads to the very large system of equations. For reduction of the discrete system size, we develop a multiscale method for coarse grid approximation of the coupled problem using Generalized Multiscale Finite Element Method (GMsFEM). In this method, we construct coupled multiscale basis functions that are used to construct highly accurate coarse grid approximation. The multiscale method allowed us to capture detailed interactions between multiple continua. The adaptive approach is investigated, where we consider two approaches for multiscale basis functions construction: (1) based on the spectral characteristics of the local problems and (2) using simplified multiscale basis functions. We investigate accuracy of the proposed method for the several test problems in two and three dimensional formulations. We present a comparison of the relative error for different number of basis functions and for adaptive approach. Numerical results illustrate that the presented method provides accurate solution of the unsaturated multicontinua problem on the coarse grid with huge reduction of the discrete system size. (C) 2019 Elsevier B.V. All rights reserved.
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页数:15
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