Abstract
We present a fast marching level set method for reservoir simulation based on a fractional flow formulation of two-phase, incompressible, immiscible flow in two or three space dimensions. The method uses a fast marching approach and is therefore considerably faster than conventional finite difference methods. The fast marching approach compares favorably with a front tracking method as regards both efficiency and accuracy. In addition, it maintains the advantage of being able to handle changing topologies of the front structure.
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D. Adalsteinsson and J.A. Sethian, A fast level set method for propagating interfaces, J. Comput. Phys. 118(2) (1995) 269-277.
T.D. Aslam, A level set algorithm for tracking discontinuities in hyperbolic conservation laws, I. Scalar equations, Preprint 28, UCLA Computational and Applied Mathematics (1998).
K. Aziz and A. Settari, Petroleum Reservoir Simulation (Elsevier Applied Science Publishers, Essex, England, 1979).
F. Bratvedt, K. Bratvedt, C.F. Buchholz, L. Holden, R. Olufsen and N.H. Risebro, Three-dimensional reservoir simulation based on front tracking, in: North Sea Oil and Gas Reservoirs-III (Kluwer Academic, 1994) pp. 247-257.
F. Bratvedt, K. Bratvedt, C.F. Buchholz, T. Gimse, H. Holden, L. Holden and N.H. Risebro. FRONTLINE and FRONTSIM: two full scale, two-phase, black oil reservoir simulators based on front tracking, Surveys Math. Indust. 3(3) (1993) 185-215.
F. Bratvedt, T. Gimse and C. Tegnander, Streamline computations for porous media flow including gravity, Transport in Porous Media 25 (1996) 63-78.
G. Chavent and J. Jaffre, Mathematical Models and Finite Elements for Reservoir Simulation, Studies in Mathematics and Its Applications, Vol. 17 (North-Holland, Amsterdam, 1986).
Y.G. Chen, Y. Giga and S. Goto, Uniqueness and existence of viscosity solutions of generalized mean curvature flow equations, J. Differential Geom. 33(3) (1991) 749-786.
M.G. Crandall, H. Ishii and P.-L. Lions, User's guide to viscosity solutions of second order partial differential equations, Bull. Amer. Math. Soc. (N.S.) 27(1) (1992) 1-67.
M.G. Crandall and P.-L. Lions, Viscosity solutions of Hamilton-Jacobi equations, Trans. Amer. Math. Soc. 277(1) (1983) 1-42.
C.M. Dafermos, Polygonal approximation of solutions of the initial value problem for a conservation law, J. Math. Anal. Appl. 38 (1972) 33-41.
M.S. Espedal and K.H. Karlsen, Numerical solution of reservoir flow models based on large time step operator splitting algorithms, in: Filtration in Porous Media and Industrial Applications, eds. A. Fasano and J.C. van Duijn, Lecture Notes in Mathematics (Springer, to appear).
L.C. Evans and J. Spruck, Motion of level sets by mean curvature. I, J. Differential Geom. 33(3) (1991) 635-681.
S. Evje, K.H. Karlsen, K.-A. Lie and N.H. Risebro, Front tracking and operator splitting for nonlinear degenerate convection-diffusion equations, in: Parallel Solution of Partial Differential Equations, eds. P. Bjørstad and M. Luskin, IMA Volumes in Mathematics and Its Applications, Vol. 120, (Springer, 2000) pp. 209-228.
M. Falcone, T. Giorgi and P. Loretti, Level sets of viscosity solutions: Some applications to fronts and rendezvous problems, SIAM J. Appl. Math. 54(5) (1994) 1335-1354.
V. Haugse, K.H. Karlsen, K.-A. Lie and J. Natvig, Numerical solution of the polymer system by front tracking, Transport in Porous Media (to appear).
H. Holden and L. Holden, On scalar conservation laws in one-dimension, in: Ideas and Methods in Mathematics and Physics, eds. S. Albeverio, J.E. Fenstad, H. Holden and T. Lindstrøm (Cambridge University Press, Cambridge, 1988) pp. 480-509.
H. Holden, L. Holden and R. Høegh-Krohn, A numerical method for first order nonlinear scalar conservation laws in one-dimension, Comput. Math. Appl. 15(6-8) (1988) 595-602.
H. Holden and N.H. Risebro, A method of fractional steps for scalar conservation laws without the CFL condition, Math. Comp. 60(201) (1993) 221-232.
M.J. King and A.D. Datta-Gupta, Streamline simulation: a current perspective, In Situ (special issue on reservoir simulation) 22(1) (1998) 91-140.
S.N. Kružkov, First order quasi-linear equations in several independent variables, Math. USSR-Sb. 10(2) (1970) 217-243.
R.J. LeVeque, Numerical Methods for Conservation Laws, 2nd edition (Birkhäuser, Basel, 1992).
K.-A. Lie, A dimensional splitting method for quasilinear hyperbolic equations with variable coefficients, BIT 39(4) (1999) 683-700.
K.-A. Lie, V. Haugse and K.H. Karlsen, Dimensional splitting with front tracking and adaptive grid refinement, Numer. Methods Partial Differential Equations 14(5) (1998) 627-648.
K.W. Morton, Numerical Solution of Convection-Diffusion Problems (Chapman & Hall, London, 1996).
O. A. Ole\(\overset{\lower0.5em\hbox{$\smash{\scriptscriptstyle\smile}$}}{1} \)nik, Discontinuous solutions of non-linear differential equations, Amer. Math. Soc. Transl. Ser. 2 26 (1963) 95-172.
S. Osher and J.A. Sethian, Fronts propagating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations, J. Comput. Phys. 79(1) (1988) 12-49.
D.W. Peaceman, Fundamentals of Numerical Reservoir Simulation (Elsevier, 1977).
J.A. Sethian, A fast marching level set method for monotonically advancing fronts, Proc. Nat. Acad. Sci. U.S.A. 93(4) (1996) 1591-1595.
J.A. Sethian, Level Set Methods, Evolving interfaces in geometry, fluid mechanics, computer vision, and materials science (Cambridge University Press, Cambridge, 1996).
J.A. Sethian, Theory, algorithms, and applications of level set methods for propagating interfaces, in: Acta Numerica, 1996 (Cambridge Univ. Press, Cambridge, 1996) pp. 309-395.
P.E. Souganidis, Front propagation: theory and applications, in: Proc. of Conf. on Viscosity Solutions and Applications, Montecatini Terme, 1995 (Springer, Berlin, 1997) pp. 186-242.
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Karlsen, K.H., Lie, KA. & Risebro, N. A fast marching method for reservoir simulation. Computational Geosciences 4, 185–206 (2000). https://doi.org/10.1023/A:1011564017218
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DOI: https://doi.org/10.1023/A:1011564017218