Abstract
In this paper, we develop high-order bound-preserving (BP) local discontinuous Galerkin methods for incompressible and immiscible two-phase flows in porous media, and employ implicit pressure explicit saturation (IMPES) methods for time discretization, which is locally mass conservative for both phases. Physically, the saturations of the two phases, \(S_w\) and \(S_n\), should belong to the range of [0, 1]. Nonphysical numerical approximations may result in instability of the simulation. Therefore, it is necessary to construct a BP technique to obtain physically relevant numerical approximations. However, the saturation does not satisfy the maximum principle, so most of the existing BP techniques cannot be applied directly. The main idea is to apply the positivity-preserving techniques to both \(S_w\) and \(S_n\), respectively, and enforce \(S_w+S_n = 1\) simultaneously. Numerical examples are given to demonstrate the high-order accuracy of the scheme and effectiveness of the BP technique.
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References
Arbogast, T., Juntunen, M., Pool, J., Wheeler, M.F.: A discontinuous Galerkin method for two-phase flow in a porous medium enforcing H(div) velocity and continuous capillary pressure. Comput. Geosci. 17(6), 1055–1078 (2013)
Bastian, P.: A fully-coupled discontinuous Galerkin method for two-phase flow in porous media with discontinuous capillary pressure. Comput. Geosci. 18(5), 779–796 (2014)
Bassi, F., Rebay, S.: A high-order accurate discontinuous finite elementmethod for the numerical solution of the compressible Navier-Stokes equations. J. Comput. Phys. 131, 267–279 (1997)
Brand, W., Heinemann, J., Aziz, K.: The grid orientation effect in reservoir simulation. In: Symposium on Reservoir Simulation (1991)
Brooks, R.H., Corey, T.: Hydraulic Properties of Porous Media. In: Hydrology Paper (1964)
Celia, M.A., Binning, P.: A mass conservative numerical solution for two-phase flow in porous media with application to unsaturated flow. Water Resour. Res. 28(10), 2819–2828 (1992). https://doi.org/10.1029/92WR01488
Chen, Z., Huang, H.Y., Yan, J.: Third order maximum-principle-satisfying direct discontinuous Galerkin methods for time dependent convection diffusion equations on unstructured triangular meshes. J. Comput. Phys. 308, 198–217 (2016)
Chen, H., Kou, J., Sun, S., Zhang, T.: Fully mass-conservative IMPES schemes for incompressible two-phase flow in porous media. Comput. Methods Appl. Mech. Eng. 350(15), 641–663 (2019)
Chen, H., Sun, S.: A new physics-preserving IMPES scheme for incompressible and immiscible two-phase flow in heterogeneous porous media. J. Comput. Appl. Math. 381, 113035 (2020)
Chuenjarern, N., Xu, Z., Yang, Y.: High-order bound-preserving discontinuous Galerkin methods for compressible miscible displacements in porous media on triangular meshes. J. Comput. Phys. 378, 110–128 (2019)
Class, H., Ebigbo, A., Helmig, R., et al.: A benchmark study on problems related to CO2 storage in geologic formations. Comput. Geosci. 13(4), 409–434 (2009)
Coats, K., Thomas, K., Pierson, R.: Compositional and black oil reservoir simulation. SPE Reserv. Eval. Eng 1(4), 372–379 (1998)
Cockburn, B., Shu, C.: The Runge-Kutta discontinuous Galerkin method for conservative laws V: Multidimensional systems. J. Comput. Phys. 141, 199–224 (1998)
Cockburn, B., Shu, C.: The local discontinuous Galerkin finite element method for convection-diffusion systems. SIAM J. Numer. Anal. 35(6), 2440–2463 (1998)
Dawson, C.N., Klie, H., Wheeler, M.F., Woodward, C.S.: A parallel, implicit, cell-centered method for two-phase flow with a preconditioned Newton-krylov solver. Comput. Geosci. 1, 215–249 (1997)
Droniou, J.: Finite volume schemes for diffusion equations: introduction to and review of modern methods. Math. Models Methods Appl. Sci. 24(08), 1575–1619 (2014)
Du, J., Yang, Y.: Maximum-principle-preserving third-order local discontinuous Galerkin methods on overlapping meshes. J. Comput. Phys. 377, 117–141 (2019)
Epshteyn, Y., Riviere, B.: On the solution of incompressible two-phase flow by a p-version discontinuous Galerkin method. Commun. Numer. Meth. Eng. 22, 741–751 (2006)
Epshteyn, Y., Riviere, B.: Fully implicit discontinuous finite element methods for two-phase flow. Appl. Numer. Math. 338(57), 383–401 (2007)
Ern, A., Mozolevski, I., Schuh, L.: Discontinuous Galerkin approximation of two-phase flows in heterogeneous porous media with discontinuous capillary pressures. Comput. Methods Appl. Mech. Eng. 199(23–24), 1491–1501 (2010)
Feng, W.J., Guo, H., Kang, Y., Yang, Y.: Bound-preserving discontinuous Galerkin methods with second-order implicit pressure explicit concentration time marching for compressible miscible displacements in porous media. J. Comput. Phys. 463, 111240 (2022)
Feng, W.J., Guo, H., Tian, L., Yang, Y.: Sign-preserving second-order IMPEC time discretization and its application in compressible miscible displacement with Darcy-Forchheimer models. J. Comput. Phys. 474, 111775 (2023)
Frank, J., Hundsdorfer, W., Verwer, J.G.: On the stability of implicit-explicit linear multistep methods. Appl. Numer. Math. 25, 193–205 (1997)
Gottlieb, S., Ketcheson, D., Shu, C.W.: High order strong stability preserving time discretizations. J. Sci. Comput. 38, 251–289 (2009)
Gottlieb, S., Shu, C.W., Tadmor, E.: Strong stability-preserving high-order time discretization methods. SIAM Rev. 43, 89–112 (2001)
Guo, H., Feng, W.J., Xu, Z.Y., Yang, Y.: Conservative numerical methods for the reinterpreted discrete fracture model on non-conforming meshes and their applications in contaminant transportation in fractured porous media. Adv. Water Resour. 153(7), 103951.1-103951.16 (2021)
Guo, H., Yang, Y.: Bound-preserving discontinuous Galerkin method for compressible miscible displacement in porous media. SIAM J. Sci. Comput. 39, A1969–A1990 (2017)
Helmig, R.: Multiphase Flow and Transport Processes in the Subsurface, A Contribution to the Modeling of Hydrosystems, Environmental Engineering. Springer, Berlin (1997)
Hoteit, H., Firoozabadi, A.: Numerical modeling of two-phase flow in heterogeneous permeable media with different capillarity pressures. Adv. Water Resour. 31(1), 56–73 (2008)
Hou, J., Chen, J., Sun, S., Chen, Z.: Adaptive mixed-hybrid and penalty discontinuous Galerkin method for two-phase flow in heterogeneous media. J. Comput. Appl. Math. 307, 262–263 (2016)
Hundsdorfer, W., Ruuth, S.J.: IMEX Extensions of linear multistep methods with general monotonicity and boundedness properties. J. Comput. Phys. 225, 2016–2042 (2007)
Jamei, M., Ghafouri, H.: A novel discontinuous Galerkin model for two-phase flow in porous media using an improved IMPES method, Internat. J. Numer. Methods Heat Fluid Flow 26(1), 284–306 (2016)
Jo, G., Kwak, D.Y.: An IMPES scheme for a two-phase flow in heterogeneous porous media using a structured grid. Comput. Methods Appl. Mech. Eng. 317, 684–701 (2017)
Joshaghani, M.S., Riviere, B., Sekachev, M.: Maximum-principle-satisfying discontinuous Galerkin methods for incompressible two-phase immiscible flow. Comput. Methods Appl. Mech. Eng. 391, 114550 (2022)
Klieber, W., Riviere, B.: Adaptive simulations of two-phase flow by discontinuous Galerkin methods. Comput. Methods Appl. Mech. Eng. 196, 404–419 (2006)
Koto, T.: Stability of implicit-explicit linear multistep methods for ordinary and delay differential equations. Front. Math. China. 4, 113–129 (2009)
Kou, J., Sun, S., Wu, Y.: A semi-analytic porosity evolution scheme for simulating wormhole propagation with the Darcy-Brinkman-Forchheimer model. J. Comput. Appl. Math. 348, 401–420 (2019)
Michel, A.: A finite volume scheme for the simulation of two-phase incompressible flow in porous media. SIAM J. Numer. Anal. 41, 1301–1317 (2003)
Monteagudo, J.E.P., Firoozabadi, A.: Comparison of fully implicit and IMPES formulations for simulation of water injection in fractured and unfractured media. Int. J. Numer. Methods Eng. 69, 698–728 (2007)
Nacul, E., Aziz, K.: Use of irregular grid in reservoir simulation, Annual technical conference and exhibition (1991)
Oden, J., Babuska, I., Baumann, C.: A discontinuous hp finite element method for diffusion problems. J. Comput. Phys. 146, 491–519 (1998)
Qin, T., Shu, C.W., Yang, Y.: Bound-preserving discontinuous Galerkin methods for relativistic hydrodynamics. J. Comput. Phys. 315, 323–347 (2016)
Reed, W.H., Hill, T.R.: Triangular Mesh Method for the Neutron Transport Equation, Technical Report LA-UR-73-479. Los Alamos Scientific Laboratory, Los Alamos, NM (1973)
Riviere, B., Wheeler, M., Girault, V.: Improved energy estimates for interior penalty, constrained and discontinuous Galerkin methods for elliptic problems. Comput. Geosci. 8, 337–360 (1999)
Riviere, B.: Numerical study of a discontinuous Galerkin method for incompressible two-phase flow. In: ECCOMAS Proceedings (2004)
Wang, X., Tchelepi, H.A.: Trust-region based solver for nonlinear transport in heterogeneous porous media. J. Comput. Phys. 253, 114–137 (2013)
Weir, G.J., Kissling, W.M.: The influence of airflow on the vertical infiltration of water into soil. Water Resour. Res. 28(10), 2765–2772 (1992). https://doi.org/10.1029/92WR00803
Wu, Y., Qin, G.: A generalized numerical approach for modeling multiphase flow and transport in fractured porous media. Commun. Comput. Phys. 6, 85–108 (2009)
Xing, Y., Zhang, X., Shu, C.W.: Positivity preserving high order well balanced discontinuous Galerkin methods for the shallow water equations. Adv. Water Resour. 33, 1476–1493 (2010)
Yang, Y., Wei, D., Shu, C.W.: Discontinuous Galerkin method for Krause’s consensus models and pressureless Euler equations. J. Comput. Phys. 252, 109–127 (2013)
Yang, Y., Shu, C.W.: Discontinuous Galerkin method for hyperbolic equations involving \(\delta \)-singularities: negative-order norm error estimates and applications. Numer. Math. 124, 753–781 (2013)
Yang, H., Yang, C., Sun, S.: Active-set reduced-space methods with nonlinear elimination for two-phase flow problems in porous media. SIAM J. Sci. Comput. 38, B593–B618 (2016)
Yang, H., Sun, S., Yang, C.: Nonlinearly preconditioned semismooth Newton methods for variational inequality solution of two-phase flow in porous media. J. Comput. Phys. 332, 1–20 (2017)
Yang, H., Sun, S., Li, Y., Yang, C.: A scalable fully implicit framework for reservoir simulation on parallel computers. Comput. Methods Appl. Mech. Eng. 330, 334–350 (2018)
Zhang, X., Shu, C.W.: On maximum-principle-satisfying high order schemes for scalar conservation laws. J. Comput. Phys. 229(9), 3091–3120 (2010)
Zhang, X., Shu, C.W.: On positivity preserving high order discontinuous Galerkin schemes for compressible Euler equations on rectangular meshes. J. Comput. Phys. 229, 8918–8934 (2010)
Zhang, X., Shu, C.W.: Positivity-preserving high order discontinuous Galerkin schemes for compressible Euler equations with source terms. J. Comput. Phys. 230, 1238–1248 (2011)
Zhang, X., Xia, Y., Shu, C.W.: Maximum-principle-satisfying and positivity-preserving high order discontinuous Galerkin schemes for conservation laws on triangular meshes. J. Sci. Comput. 50, 29–62 (2012)
Zhang, Y., Zhang, X., Shu, C.W.: Maximum-principle-satisfying second order discontinuous Galerkin schemes for convection-diffusion equations on triangular meshes. J. Comput. Phys. 234, 295–316 (2013)
Zhao, X., Yang, Y., Seyler, C.: A positivity-preserving semi-implicit discontinuous Galerkin scheme for solving extended magnetohydrodynamics equations. J. Comput. Phys. 278, 400–367 (2014)
Zidane, A., Firoozabadi, A.: An implicit numerical model for multicomponent compressible two-phase flow in porous media. Adv. Water Resour. 85, 64–78 (2015)
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Hui Guo and Lulu Tian were supported by National Key R &D Program of China (2023YFA1009003), National Nature Science Foundation of China (12131014, 12371416), the Natural Science Foundation of Shandong Province (ZR2021MA001) and the Fundamental Research Funds for the Central Universities (22CX03025A). Yang Yang was supported by the Simons Foundation 961585.
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Guo, X., Guo, H., Tian, L. et al. High-Order Bound-Preserving Local Discontinuous Galerkin Methods for Incompressible and Immiscible Two-Phase Flows in Porous Media. J Sci Comput 99, 71 (2024). https://doi.org/10.1007/s10915-024-02532-2
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DOI: https://doi.org/10.1007/s10915-024-02532-2
Keywords
- Two-phase flow
- Local discontinuous Galerkin method
- Bound-preserving
- Capillary pressure
- Local mass conservation