Integrated framework for solving the convection diffusion equation on 2D Quad mesh relying on internal boundaries
نویسندگان
چکیده
The aim of this paper is the design and implementation of an integrated framework composed of a preprocessor of the internal boundaries of a 2D oil reservoir structure, a 2D structural quadrilateral grid generator, a solver of the 2D convection diffusion equation (CDE) on the grid and a visualization tool to display the reservoir properties, wells and the simulation results on the grid. The complexity of a 2D reservoir structure (preferential flow channels, faults, areas of high permeability contrast, changes in sediment type, etc.) is represented through a set of polygonal lines, in order to store the corresponding information to be used by the grid generator. To accomplish this matter, a windows based interactive module has been developed under java platform. Given a 2D domain with internal boundaries, it is required to generate a grid consisting only by quadrilaterals with the following features: (1) be conformed, (2) be structured, and (3) the mesh generated must rely on the internal boundaries. The technique for generating such grids, is the deformation of an initial cartesian grid and the subsequent alignment with the internal boundaries, through the numerical solution of an elliptic partial differential equation based on finite differences. The resulting system of nonlinear equations is solved through spectral gradient techniques. The finite volume method was used to solve the 2D CDE, which is conservative and facilitates the treatment of the boundary conditions. In this method the CDE is integrated on each quadrilateral (control volume) of the mesh, thus obtaining the integral form of the equation. After approximating the integrals involved and taking into account the boundary conditions, a discrete equation in each control volume showed up. Finally, a large sparse linear system is obtained, generally non-symmetric and ill-conditioned, which is solved using GMRES with incomplete LU preconditioning. A multiplatform visualization module was developed in java to post-processing the data coming from the numerical simulation study. Examples of typical structures corresponding to an areal view of a hydrocarbon reservoir are presented. Different scenarios were considered varying boundary conditions, source term, and diffusion constant fluid velocity. All the results are consistent with the physical interpretation of each configuration.
منابع مشابه
Efficient Solver for Convection-Diffusion Equations
Title of Dissertation: On the Implementation of an Accurate and Efficient Solver for Convection-Diffusion Equations Chin-Tien Wu, Doctor of Philosophy, Nov 2003 Dissertation directed by: Dr. Howard C. Elman Department of Computer Science In this dissertation, we examine several different aspects of computing the numerical solution of the convection-diffusion equation. The solution of this equat...
متن کاملFinite integration method with RBFs for solving time-fractional convection-diffusion equation with variable coefficients
In this paper, a modification of finite integration method (FIM) is combined with the radial basis function (RBF) method to solve a time-fractional convection-diffusion equation with variable coefficients. The FIM transforms partial differential equations into integral equations and this creates some constants of integration. Unlike the usual FIM, the proposed method computes constants of integ...
متن کاملFinite Element Methods for Convection Diffusion Equation
This paper deals with the finite element solution of the convection diffusion equation in one and two dimensions. Two main techniques are adopted and compared. The first one includes Petrov-Galerkin based on Lagrangian tensor product elements in conjunction with streamlined upwinding. The second approach represents Bubnov/Petrov-Galerkin schemes based on a new group of exponential elements. It ...
متن کاملMultiscale Numerical Methods for Singularly Perturbed Convection-diffusion Equations
We present an efficient and robust approach in the finite element framework for numerical solutions that exhibit multiscale behavior, with applications to singularly perturbed convection-diffusion problems. The first type of equation we study is the convectiondominated convection-diffusion equation, with periodic or random coefficients; the second type of equation is an elliptic equation with s...
متن کاملAlternating Group Explicit-Implicit Method And Crank-Nicolson Method For Convection-Diffusion Equation
Based on the concept of alternating group and domain decomposition, we present a class of alternating group explicit-implicit method and an alternating group Crank-Nicolson method for solving convection-diffusion equation. Both of the two methods are effective in convection dominant cases. The concept of the construction of the methods is also be applied to 2D convection-diffusion equations. Nu...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Computers & Mathematics with Applications
دوره 74 شماره
صفحات -
تاریخ انتشار 2017