A COMBINATION METHOD OF MIXED FINITE VOLUME ELEMENT AND UPWIND FRACTIONAL STEP DIFFERENCE FOR THREE-DIMENSIONAL COMPRESSIBLE DISPLACEMENT PROBLEMS
Numerical simulation of oil-water seepage displacement is a fundamental problem of energy science, where the mathematical model is defined by a nonlinear system of partial differential equations. The pressure is determined by a parabolic equation and the concentration is governed by a convection-diffusion equation. The pressure and Darcy velocity control the physical process of the concentration. A mixed volume element, a conservative scheme, is presented for approximating the pressure and Darcy velocity. The procedures improve the accuracy of Darcy velocity by one order. A second-order upwind fractional step difference scheme is used to obtain the concentration, and numerical oscillation and dispersion could be avoided well. Computational work is reduced greatly by decomposing the whole computation into successive one-dimensional subcomputations, where speedup solvers are used. Applying numerical theory and techniques of partial differential equations, we derive an optimal second-order error estimate in L2-norm. An extended argument is illustrated for the actual numerical model of multicomponent compressible enhanced oil recovery problem. The theoretical values are well shown in this paper for solving such a well-known problem in numerical simulation of energy science.
three-dimensional compressible displacement of oil-water flow, mixed finite volume element, modified upwind fractional step difference, second-order estimate in L2-norm, multicomponent compressible flow.
Received: October 8, 2020; Accepted: November 10, 2020; Published: January 22, 2021
How to cite this article: Changfeng Li, Yirang Yuan, Tongjun Sun and Qing Yang, A combination method of mixed finite volume element and upwind fractional step difference for three-dimensional compressible displacement problems, Far East Journal of Applied Mathematics 109(1) (2021), 1-47. DOI: 10.17654/AM109010001
This Open Access Article is Licensed under Creative Commons Attribution 4.0 International License
References:
[1] J. Douglas, Jr. and J. E. Roberts, Numerical methods for a model for compressible miscible displacement in porous media, Math. Comp. 41(164) (1983), 441-459.[2] R. E. Ewing, The Mathematics of Reservoir Simulation, SIAM, Philadelphia, 1983.[3] Y. R. Yuan, Finite difference methods for a compressible miscible displacement problem in porous media, Math. Numer. Sinica 15(1) (1993), 16-28.[4] Y. R. Yuan, Time stepping along characteristics for the finite element approximation of compressible miscible displacement in porous media, Math. Numer. Sinica 14(4) (1992), 385-400.[5] Y. R. Yuan, Theory and Application of Reservoir Numerical Simulation, Science Press, Beijing, 2013.[6] J. Douglas, Jr., Finite difference methods for two-phase incompressible flow in porous media, SIAM J. Numer. Anal. 20(4) (1983), 681-696.[7] T. F. Russell, Time stepping along characteristics with incomplete iteration for a Galerkin approximation of miscible displacement in porous media, SIAM J. Numer. Anal. 22(5) (1985), 970-1013.[8] R. E. Ewing, T. F. Russell and M. F. Wheeler, Convergence analysis of an approximation of miscible displacement in porous media by mixed finite elements and a modified method of characteristics, Comput. Methods Appl. Mech. Engrg. 47(1-2) (1984), 73-92.[9] J. Douglas, Jr. and Y. R. Yuan, Numerical simulation of immiscible flow in porous media based on combining the method of characteristics with mixed finite element procedure, Numerical Simulation in Oil Recovery, Springer-Verlag, New York, 1986, pp. 119-132.[10] R. E. Ewing, Y. R. Yuan and G. Li, Finite element for chemical-flooding simulation, Proceeding of the 7th International Conference on Finite Element Method in Flow Problems, The University of Alabama in Huntsville, Huntsville, Alabama: UAHDRESS, 1989.[11] Y. R. Yuan, D. P. Yang, L. Q. Qi and W. Q. Wang, Research on algorithms of applied software of the polymer, Qinlin Gang (Editor-in-Chief), Proceedings on Chemical Flooding, Petroleum Industry Press, Beijing, 1998, pp. 246-253.[12] Y. R. Yuan, The characteristic finite difference fractional steps method for compressible two-phase displacement problem, Sci. Sin. Math. 42(1) (1999), 48-57.[13] Y. R. Yuan, The upwind finite difference fractional steps methods for two-phase compressible flow in porous media, Numer. Methods Partial Differential Equation 19(1) (2003), 67-88.[14] Y. R. Yuan, The modified method of characteristics with finite element operator-splitting procedures for compressible multi-component displacement problem, J. Systems Science and Complexity 16(1) (2003), 30-45.[15] O. Axelsson and I. Gustafasson, A modified upwind scheme for convective transport equations and the use of a conjugate gradient method for the solution of non-symmetric systems of equations, J. Inst. Math. Appl. 23(3) (1979), 321-337.[16] R. E. Ewing, R. D. Lazarov and A. T. Vassilev, Finite difference scheme for parabolic problems on a composite grid with refinement in time and space, SIAM J. Numer. Anal. 31(6) (1994), 1605-1622.[17] R. D. Lazarov, I. D. Mischev and P. S. Vassilevski, Finite volume methods for convection-diffusion problems, SIAM J. Numer. Anal. 33(1) (1996), 31-55.[18] Y. R. Yuan, Theory and application of upwind finite difference method for moving boundary value problem of three-dimensional percolation coupled system, Sci. Sin. Math. 40(2) (2010), 103-126 (in Chinese).[19] Y. R. Yuan, The second-order upwind finite difference fractional steps method for moving boundary value problem of nonlinear percolation coupled system, Sci. Sin. Math. 42(8) (2012), 845-864 (in Chinese).[20] D. W. Peaceman, Fundamental of Numerical Reservoir Simulation, Elsevier, Amsterdam, 1980.[21] J. Douglas, Jr. and J. E. Gunn, Two high-order correct difference analogues for the equation of multidimensional heat flow, Math. Comp. 17 (1963), 71-80.[22] J. Douglas, Jr. and J. E. Gunn, A general formulation of alternation methods. Part I. Parabolic and Hyperbolic Problems, Numer. Math. 6(1) (1964), 428-453.[23] Z. Cai, On the finite volume element method, Numer. Math. 58(1) (1991), 713-735.[24] R. H. Li and Z. Y. Chen, Generalized Difference of Differential Equations, Jilin University Press, Changchun, 1994.[25] P. A. Raviart and J. M. Thomas, A mixed finite element method for second order elliptic problems, Mathematical Aspects of the Finite Element Method, Lecture Notes in Mathematics, 606, Springer, 1977.[26] J. Douglas, Jr., R. E. Ewing and M. F. Wheeler, The approximation of the pressure by a mixed method in the simulation of miscible displacement, RAIRO Anal. Numer. 17(1) (1983), 17-33.[27] J. Douglas, Jr., R. E. Ewing and M. F. Wheeler, A time-discretization procedure for a mixed finite element approximation of miscible displacement in porous media, RAIRO Anal. Numer. 17(3) (1983), 249-265.[28] T. F. Russell, Rigorous block-centered discretization on irregular grids: improved simulation of complex reservoir systems, Project Report, Research Corporation, Tulsa, 1995.[29] A. Weiser and M. F. Wheeler, On convergence of block-centered finite difference for elliptic problems, SIAM J. Numer. Anal. 25(2) (1988), 351-375.[30] J. E. Jones, A mixed volume method for accurate computation of fluid velocities in porous media, Ph.D. Thesis, University of Colorado, Denver, Co., 1995.[31] Z. Cai, J. E. Jones, S. F. Mccormilk and T. F. Russell, Control-volume mixed finite element methods, Comput. Geosci. 1(3) (1997), 289-315.[32] S. H. Chou, D. Y. Kawk and P. Vassileviki, Mixed volume methods on rectangular grids for elliptic problem, SIAM J. Numer. Anal. 37(3) (2000), 758-771.[33] S. H. Chou, D. Y. Kawk and P. Vassileviki, Mixed volume methods for elliptic problems on triangular grids, SIAM J. Numer. Anal. 35(5) (1998), 1850-1861.[34] S.-H. Chou and P. S. Vassilevski, A general mixed covolume framework for constructing conservative schemes for elliptic problems, Math. Comp. 68(227) (1999), 991-1011.[35] H. X. Rui and H. Pan, A block-centered finite difference method for the Darcy-Forchheimer model, SIAM J. Numer. Anal. 50(5) (2012), 2612-2631.[36] H. Pan and H. Rui, Mixed element method for two-dimensional Darcy-Forchheimer model, J. Sci. Comput. 52(3) (2012), 563-587.[37] P. P. Shen, M. X. Liu and L. Tang, Mathematical Model of Petroleum Exploration and Development, Science Press, Beijing, 2002.[38] P. G. Ciarlet, The Finite Element Method for Elliptic Problem, North-Holland, Amsterdam, 1978.[39] J. Douglas, Jr., Simulation of miscible displacement in porous media by a modified method of characteristic procedure, Numerical Analysis, Lecture Notes in Mathematics, 912, Springer-Verlag, Berlin, Dundee, 1981.[40] Y. R. Yuan, Characteristic finite difference fractional steps method for three-dimensional compressible multicomponent displacement problem, Acta Math. Appl. Sin. 24(2) (2001), 242-249.[41] Y. R. Yuan, A. J. Cheng and D. P. Yang, Theory and Actual Applications of Numerical Simulation of Oil Reservoir, Science Press, Beijing, 2016.