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Wed, 21 Jul 2010 14:30:10 +0200Wed, 21 Jul 2010 14:30:10 +0200On a numerical subgrid upscaling algorithm for Stokes-Brinkman equations
https://kluedo.ub.uni-kl.de/frontdoor/index/index/docId/2218
This paper discusses a numerical subgrid resolution approach for solving the Stokes-Brinkman system of equations, which is describing coupled ow in plain and in highly porous media. Various scientic and industrial problems are described by this system, and often the geometry and/or the permeability vary on several scales. A particular target is the process of oil ltration. In many complicated lters, the lter medium or the lter element geometry are too ne to be resolved by a feasible computational grid. The subgrid approach presented in the paper is aimed at describing how these ne details are accounted for by solving auxiliary problems in appropriately chosen grid cells on a relatively coarse computational grid. This is done via a systematic and a careful procedure of modifying and updating the coecients of the Stokes-Brinkman system in chosen cells. This numerical subgrid approach is motivated from one side from homogenization theory, from which we borrow the formulations for the so called cell problem, and from the other side from the numerical upscaling approaches, such as Multiscale Finite Volume, Multiscale Finite Element, etc. Results on the algorithm's eciency, both in terms of computational time and memory usage, are presented. Comparison with solutions on full ne grid (when possible) are presented in order to evaluate the accuracy. Advantages and limitations of the considered subgrid approach are discussed.O. Iliev; Z. Lakdawala; V. Starikoviciusreporthttps://kluedo.ub.uni-kl.de/frontdoor/index/index/docId/2218Wed, 21 Jul 2010 14:30:10 +0200Variational multiscale Finite Element Method for flows in highly porous media
https://kluedo.ub.uni-kl.de/frontdoor/index/index/docId/2210
We present a two-scale finite element method for solving Brinkman’s and Darcy’s equations. These systems of equations model fluid flows in highly porous and porous media, respectively. The method uses a recently proposed discontinuous Galerkin FEM for Stokes’ equations byWang and Ye and the concept of subgrid approximation developed by Arbogast for Darcy’s equations. In order to reduce the “resonance error” and to ensure convergence to the global fine solution the algorithm is put in the framework of alternating Schwarz iterations using subdomains around the coarse-grid boundaries. The discussed algorithms are implemented using the Deal.II finite element library and are tested on a number of model problems.O. Iliev; R. Lazarov; J. Willemsreporthttps://kluedo.ub.uni-kl.de/frontdoor/index/index/docId/2210Wed, 21 Jul 2010 14:08:14 +0200A Graph-Laplacian approach for calculating the effective thermal conductivity of complicated fiber geometries
https://kluedo.ub.uni-kl.de/frontdoor/index/index/docId/2004
Abstract. An efficient approach to the numerical upscaling of thermal conductivities of fibrous media, e.g. insulation materials, is considered. First, standard cell problems for a second order elliptic equation are formulated for a proper piece of random fibrous structure, following homogenization theory. Next, a graph formed by the fibers is considered, and a second order elliptic equation with suitable boundary conditions is solved on this graph only. Replacing the boundary value problem for the full cell with an auxiliary problem with special boundary conditions on a connected subdomain of highly conductive material is justified in a previous work of the authors. A discretization on the graph is presented here, and error estimates are provided. The efficient implementation of the algorithm is discussed. A number of numerical experiments is presented in order to illustrate the performance of the proposed method.O. Iliev; R. Lazarov; J. Willemsreporthttps://kluedo.ub.uni-kl.de/frontdoor/index/index/docId/2004Wed, 25 Jun 2008 13:01:53 +0200An efficient approach for upscaling properties of composite materials with high contrast of coefficients
https://kluedo.ub.uni-kl.de/frontdoor/index/index/docId/1987
An efficient approach for calculating the effective heat conductivity for a class of industrial composite materials, such as metal foams, fibrous glass materials, and the like, is discussed. These materials, used in insulation or in advanced heat exchangers, are characterized by a low volume fraction of the highly conductive material (glass or metal) having a complex, network-like structure and by a large volume fraction of the insulator (air). We assume that the composite materials have constant macroscopic thermal conductivity tensors, which in principle can be obtained by standard up-scaling techniques, that use the concept of representative elementary volumes (REV), i.e. the effective heat conductivities of composite media can be computed by post-processing the solutions of some special cell problems for REVs. We propose, theoretically justify, and numerically study an efficient approach for calculating the effective conductivity for media for which the ratio of low and high conductivities satisfies 1. In this case one essentially only needs to solve the heat equation in the region occupied by the highly conductive media. For a class of problems we show, that under certain conditions on the microscale geometry, the proposed approach produces an upscaled conductivity that is O() close to the exact upscaled permeability. A number of numerical experiments are presented in order to illustrate the accuracy and the limitations of the proposed method. Applicability of the presented approach to upscaling other similar problems, e.g. flow in fractured porous media, is also discussed.R. Ewing; O. Iliev; R. Lazarov; I. Rybak; J. Willemsreporthttps://kluedo.ub.uni-kl.de/frontdoor/index/index/docId/1987Wed, 18 Jun 2008 15:28:21 +0200On two-level preconditioners for flow in porous media
https://kluedo.ub.uni-kl.de/frontdoor/index/index/docId/1975
Two-level domain decomposition preconditioner for 3D flows in anisotropic highly heterogeneous porous media is presented. Accurate finite volume discretization based on multipoint flux approximation (MPFA) for 3D pressure equation is employed to account for the jump discontinuities of full permeability tensors. DD/MG type preconditioner for above mentioned problem is developed. Coarse scale operator is obtained from a homogenization type procedure. The influence of the overlapping as well as the influence of the smoother and cell problem formulation is studied. Results from numerical experiments are presented and discussed.R. Ewing; O. Iliev; R. Lazarov; I. Rybakreporthttps://kluedo.ub.uni-kl.de/frontdoor/index/index/docId/1975Wed, 28 May 2008 10:24:09 +0200On upscaling heat conductivity for a class of industrial problems
https://kluedo.ub.uni-kl.de/frontdoor/index/index/docId/1974
Calculating effective heat conductivity for a class of industrial problems is discussed. The considered composite materials are glass and metal foams, fibrous materials, and the like, used in isolation or in advanced heat exchangers. These materials are characterized by a very complex internal structure, by low volume fraction of the higher conductive material (glass or metal), and by a large volume fraction of the air. The homogenization theory (when applicable), allows to calculate the effective heat conductivity of composite media by postprocessing the solution of special cell problems for representative elementary volumes (REV). Different formulations of such cell problems are considered and compared here. Furthermore, the size of the REV is studied numerically for some typical materials. Fast algorithms for solving the cell problems for this class of problems, are presented and discussed.O. Iliev; I. Rybak; J. Willemsreporthttps://kluedo.ub.uni-kl.de/frontdoor/index/index/docId/1974Wed, 28 May 2008 10:24:01 +0200On numerical upscaling for flows in heterogeneous porous media
https://kluedo.ub.uni-kl.de/frontdoor/index/index/docId/1972
A numerical upscaling approach, NU, for solving multiscale elliptic problems is discussed. The main components of this NU are: i) local solve of auxil- iary problems in grid blocks and formal upscaling of the obtained re sults to build a coarse scale equation; ii) global solve of the upscaled coarse scale equation; and iii) reconstruction of a fine scale solution by solving local block problems on a dual coarse grid. By its structure NU is similar to other methods for solving multiscale elliptic problems, such as the multiscale finite element method, the multiscale mixed finite element method, the numerical subgrid upscaling method, heterogeneous multiscale method, and the multiscale finite volume method. The difference with those methods is in the way the coarse scale equation is build and solved, and in the way the fine scale solution is reconstructed. Essential components of the presented here NU approach are the formal homogenization in the coarse blocks and the usage of so called multipoint flux approximation method, MPFA. Unlike the usual usage as MPFA as a discretiza- tion method for single scale elliptic problems with tensor discontinuous coefficients, we consider its usage as a part of a numerical upscaling approach. The main aim of this paper is to compare NU with the MsFEM. In particular, it is shown that the resonance effect, which limits the application of the Multiscale FEM, does not appear, or it is significantly relaxed, when the presented here numerical upscaling approach is applied.O. Iliev; I. Rybakreporthttps://kluedo.ub.uni-kl.de/frontdoor/index/index/docId/1972Wed, 28 May 2008 10:23:47 +0200