Abstract
Mathematical models have been widely used to predict, understand, and optimize many complex physical processes, from semiconductor or pharmaceutical design to large-scale applications such as global weather models to astrophysics. In particular, simulation of environmental effects of air pollution is extensive. Here we address the need for using similar models to understand the fate and transport of groundwater contaminants and to design in situ remediation strategies.
Three basic problem areas need to be addressed in the modeling and simulation of the flow of groundwater contamination. First, one obtains an effective model to describe the complex fluid/fluid and fluid/rock interactions that control the transport of contaminants in groundwater. This includes the problem of obtaining accurate reservoir descriptions at various length scales and modeling the effects of this heterogeneity in the reservoir simulators. Next, one develops accurate discretization techniques that retain the important physical properties of the continuous models. Finally, one develops efficient numerical solution algorithms that utilize the potential of the emerging computing architectures. We will discuss recent advances and describe the contribution of each of the papers in this book in these three areas.
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References
Alt, H. W. and di Benedetto, E., Nonsteady flow of water and oil through inhomogeneous porous media, Ann. Scuola Norm. Sup. Pisa Cl. Sci. 12 (1985), 335–392.
Antontsev, S. N., Kazhikhov, A. V., and Monakhov, V. N., Boundary-Value Problems in the Mechanics of Nonuniform Fluids, Studies in Mathematics and its Applications, Amsterdam, 1990.
Arbogast, T. J., The existence of weak solutions to single porosity and simple dual-porosity models of two-phase incompressible flow, Nonlin. Analysis: Theory, Methods, and Appl. 19 (1992), 1009–1031.
Arbogast, T. J. and Chen, Z., On the implementation of mixed methods as nonconforming methods for second order elliptic problems, Math. Comp. 64 (1995), 943–972.
Arbogast, T. J. and Wheeler, M. F., A characteristic-mixed finite element method for advection-dominated transport problems, SIAM J. Numer. Anal. 32 (1995) 404–424.
Barrett, J. W. and Morton, K. W., Approximate symmetrization and Petrov-Galerkin methods for diffusion-convection problems, Comp. Meth. Appl. Mech. and Eng. 45 (1984), 97–122.
Bear, J, Dynamics of Fluids in Porous Media, Dover Publications, 1988.
Bramble, J. H., Ewing, R. E., Pasciak, J. E., and Schatz, A. H., A preconditioning technique for the efficient solution of problems with local grid refinement, Comp. Meth. Appl. Mech. and Eng. 67 (1988), 149–159.
Bramble, J. H. and Pasciak, J., A preconditioning technique for indefinite system resulting from mixed approximations of elliptic problems, Math. Comp. 50 (1988), 1–18.
Bramble, J. H., Pasciak, J. E., and Vassilev, A., Analysis of the inexact Uzawa algorithm for saddle point problems, SIAM J. Numer. Anal. 34 (1997), 1072–1092.
Brezzi, F., Douglas, J., Jr., Durán, R., and Fortin, M., Mixed finite elements for second order elliptic problems in three variables, Numer. Math. 51 (1987), 237–250.
Brezzi, F., Douglas, J., Jr., Fortin, M., and Marini, L., Efficient rectangular mixed finite elements in two and three space variables, RAIRO Modèl. Math. Anal. Numér 21 (1987), 581–604.
Brezzi, F., Douglas, J., Jr., and Marini, L., Two families of mixed finite elements for second order elliptic problems, Numer. Math. 47 (1985), 217–235.
Brezzi, F. and Fortin, M., Mixed and Hybrid Finite Methods, Springer-Verlag, New York, 1991.
Celia, M. A., Herrera, I., Bouloutas, E., and Kindred, J. S., A new numerical approach for the advection-diffusive transport equation, Numerical Methods for PDEs 5 (1989), 203–226.
Celia, M. A., Russell, T. F., Herrera, I., Ewing, R. E., An Eulerian-Lagrangian localized adjoint method for the advection-diffusion equation, Advances in Water Resources 13 (1990), 187–206.
Chavent, G., A new formulation of diphasic incompressible flows inporous media, in Lecture Notes in Mathematics, Vol. 503, Springer-Verlag, 1976.
Chavent, G. and Jaffre, J., Mathematical Models and Finite Elements for Reservoir Simulation: Single Phase, Multiphase and Multicomponent Flows Through Porous Media, North-Holland, Amsterdam, 1986.
Chen, Z., Equivalence between and multigrid algorithms for nonconforming and mixed methods for second order elliptic problems, East-West J. Numer. Math. 4 (1996), 1–33.
Chen, Z., Degenerate two-phase incompressible flow I: existence, uniqueness and regularity of a weak solution, J. Diff. Equations, to appear.
Chen, Z., Degenerate two-phase incompressible flow IV: Regularity, stability and stabilization, submitted.
Chen, Z. and Douglas, J., Jr., Prismatic mixed finite elements for second order elliptic problems, Calcolo 26 (1989), 135–148.
Chen, Z., Espedal, M. S., and Ewing, R. E., Continuous-time finite element analysis of multiphase flow in groundwater hydrology, Applications of Mathematics 40 (1995), 203–226.
Chen, Z. and Ewing, R. E., From single-phase to compositional flow: applicability of mixed finite elements, Transport in Porous Media 27 (1997), 225–242.
Chen, Z. and Ewing, R. E., Comparison of various formulations of three-phase flow in porous media, J. Comp. Physics 132 (1997), 362–373.
Chen, Z. and Ewing, R. E., Fully-discrete finite element analysis of mul-tiphase flow in groundwater hydrology, SIAM J. Numer. Anal. 34 (1997), 2228–2253.
Chen, Z. and Ewing, R. E., Local mesh refinement for degenerate two-phase incompressible flow problems, The Proceedings of the Ninth International Colloquium on Differential Equations, D. Bainov, ed., Plovdiv, Bulgaria, 1999, pp. 85–90.
Chen, Z. and Ewing, R. E., Mathematical analysis for reservoir models, SIAM J. Math. Anal. 30 (1999), 431–453.
Chen, Z. and Ewing, R. E., Degenerate two-phase incompressible flow III: Optimal error estimates, Numer. Math., to appear.
Chen, Z., Ewing, R. E., and Espedal, M. S., Multiphase flow simulation with various boundary conditions, in Computational Methods in Water Resources, A. Peters, G. Wittum, B. Herrling, U. Meissner, C. A. Brebbia, W. G. Gray, and G. F. Pinder, eds., Kluwer Academic Publishers, Netherlands, 1994, pp. 925–932.
Chen, Z., Ewing, R. E., Kuznetsov, Y., Lazarov, R., and Maliassov, S., Multilevel preconditioners for mixed methods for second order elliptic problems, Numer. Linear Alg. and Appl. 3 (1996), 427–453.
Chen, Z., Ewing, R. E., and Lazarov, R., Domain decomposition algorithms for mixed methods for second order elliptic problems, Math. Comp. 65 (1996), 467–490.
Chen, Z., Qin, G., and Ewing, R. E., Analysis of a compositional model for fluid flow in porous media, SIAM J. Appl. Math., to appear.
Cowsar, L., Mandel, J., and Wheeler, M., Balancing domain decomposition for mixed finite elements, Math. Comp. 64 (1995),989–1015.
Dahle, H. K., Adaptive characteristic operator splitting techniques for convection-dominated diffusion problems in one and two space dimensions, in IMA Volumes in Mathematics and Its Applications, volume II, Springer Verlag, 1988, pp 77–88.
Dahle, H. K., Espedal, M. S., and Ewing, R. E., Characteristic Petrov-Galerkin subdomain methods for convection diffusion problems, in IMA Volume 11, Numerical Simulation in Oil Recovery, M.F. Wheeler, ed., Springer-Verlag, Berlin, 1988, pp. 77–88.
Dahle, H. K., Espedal, M. S., Ewing, R. E., and Sævareid, O., Characteristic adaptive sub-domain methods for reservoir flow problems, Numerical Methods for PDEs, 6 (1990), 279–309.
Dahle, H. K., Ewing, R. E., and Russell, T., Eulerian-Lagrangian localized adjoint methods for a nonlinear advection-diffusion equation, Comput. Meth. Appl. Mech. Eng. 122 (1995), 223–250.
Demkowitz, L. and Oden, J. T., An adpative characteristic Petrov-Galerkin finite element method for convection-dominated linear and non-linear parabolic problems in two space variables, Comp. Meth. Appl. Mech. and Eng. 55 (1986), 63–87.
Douglas, J., Jr. and Russell, T., Numerical methods for convection dominated diffusion problems based on combining the modified method of characteristics with finite element or finite difference procedures, SIAM J. Numer. Anal. 19 (1982), 871–885.
Douglas, J., Jr., Furtado, F., and Pereira, F., On the numerical simulation of waterflooding of heterogeneous petroleum reservoirs, Computational Geosciences 1 (1997) 155–190.
Douglas, J., Jr., Pereira, F., and Yeh, L., A locally conservative Eulerian-Lagrangian numerical method and its application to nonlinear transport in porous media, to appear.
Espedal, M. S. and Ewing, R. E., Petrov-Galerkin subdomain methods for two-phase immiscible flow, Comp. Meth. Appl. Mech. and Eng. 64 (1987), 113–135.
Espedal, M. S., Ewing, R. E., and Russell, T., Mixed methods, operator splitting, and local refinement techniques for simulation on irregular grids, in Proceedings 2nd European Conference on the Mathematics of Oil Recovery, D. Guerillot and O. Guillon, eds., Editors Technip, Paris, 1990, pp. 237–245.
Espedal, M. S., Ewing, R. E., Russell, T., and Sævareid, O., Reservoir simulation using mixed methods, a modified method of characteristics, and local grid refinement, in Proceedings of Joint IMA/SPE European Conference on the Mathematics of Oil Recovery, Cambridge University, July 25–27, 1989.
Espedal, M. S., Hansen, R., Langlo, P., Sævareid, O., and Ewing, R. E., Heterogeneous porous media and domain decomposition methods, Proceedings 2nd European Conference on the Mathematics of Oil Recovery, D. Guerillot and O. Guillon, eds., Paris, Editors Technip, 1990, pp. 157–163.
Espedal, M. S., Hansen, R., Langlo, P., Sævareid, O., and Ewing, R. E., Efficient adaptaive procedures for fluid flow, Comp. Meth. Appl. Mech. Eng. 55 (1986), 89–103.
Ewing, R. E., Boyett, B. A., Babu, D. K., and Heinemann, R. F., Efficient use of locally refined grids for multiphase reservoir simulation, in Proceedings of Tenth Society of Petroleum Engineers Symposium on Reservoir Simulation, SPE 18413, Houston, Texas, February 6–8 1989, pp. 55–70.
Ewing, R. E. and George, J. H., Identification and control of distributed parameters in porous media flow, Distributed Parameter Systems, F. Kappel, K. Kunisch, and W. Schappacher, eds., Lecture Notes in Control and Information Sciences, volume 75, Springer-Verlag, Berlin, 1985, pp. 145–161.
Ewing, R. E., Heinemann, R. T., Koebbe, J. V., and Prasad, U. S., Velocity weighting techniques for fluid displacement, Comp. Meth. Appl. Mech. Eng. 64 (1987), 137–151.
Ewing, R. E., Lazarov, R. D., and Vassilevski, P. S., Local refinement techniques for elliptic problems on cell-centered girds, II: Optimal order two-grid iterative methods, Numer. Linear Algebra with Appl. 1 (1994), 337–368.
Ewing, R. E., Pilant, M. S., Wade, J. G., Watson, A. T., Estimating parameters in scientific computation: A survey of experience from oil and groundwater modeling, IEEE Computational Science & Engineering 1 (1994), 19–31.
Ewing, R. E., Pilant, M. S., Wade, J. G., Watson, A. T., Identification and control problems in petroleum and groundwater modeling, Control Problems in Industry (I. Lasciecka and B. Morton, eds.), Progress in Systems and Control Theory, 21, Birkhauser, Basel, 119–149.
Ewing, R. E., Russell, T. F., and Wheeler, M. F., Simulation of miscible displacement using mixed methods and a modified method of characteristics, in Proceedings Seventh SPE Symposium on Reservoir Simulation, SPE 12241, San Francisco, November 15–18 1983, pp. 71–82.
Ewing, R. E., Russell, T. F., and Wheeler, M. F., Convergence analysis of an approximation of miscible displacement in porous media by mixed finite elements and a modified method of characteristics, Comp. Meth. Appl. Mech. Eng. 47 (1984), 73–92.
Ewing, R. E., Shen, J., and Vassilevski, P. S., Vectorizable preconditioners for mixed finite element solution of second-order elliptic problems, International Journal of Computer Mathematics 44 (1992), pp. 313–327.
Ewing, R. E. amd Wang, H., An optimal-order estimate for Eulerian-Lagrangian localized adjoint methods for variable-coefficient advection-reaction problems, SIAM J. Numer. Anal. 33 (1996), 318–348.
Ewing, R. E. amd Wang, H., An Eulerian-Lagrangian localized adjoint method for variable-coefficient advection-reaction problems, in Advances in Hydro-Science and Engineering, S. Wang, ed., volume 1, Part B, University of Mississippi Press, 1993, pp. 2010–2015.
Ewing, R. E. amd Wang, H., Eulerian-Lagrangian localized adjoint methods for linear advection or advection-reaction equations and their convergence analysis, Computational Mechanics 12 (1993), 97–121.
Ewing, R. E. amd Wang, H., Eulerian-Lagrangian localized adjoint methods for variable coefficient advection-diffusive-reactive equations in groundwater contaminant transport, in Advances in Optimization and Numerical Analysis, S. Goméz and J.P. Hennart, eds., volume 275, Kluwer Academic Publishers, Netherlands, 1994, pp. 185–205.
Ewing, R. E. amd Wang, H., Eulerian-Lagrangian localized adjoint methods for reactive transport in groundwater, in Environmental Studies: Mathematical Computational, and Statistical Analysis, IMA Volume in Mathematics and its Application, M.F. Wheeler, ed., volume 79, Springer-Verlag, Berlin, 1995, pp. 149–170.
Ewing, R. E. amd Wang, H., Optimal-order convergence rate for Eulerian-Lagrangian localized adjoint method for reactive transport and contamination in groundwater, Numer. Meth. in PDE’s 11 (1995), 1–31.
Ewing, R. E., Wang, H., and Russell, T., Eulerian-Lagrangian localized adjoint methods for convection-diffusion equations and their convergence analysis, IMA J. Numer. Anal. 15 (1995), 405–459.
Ewing, R. E. and Wang, J., Analysis of mixed finite element methods on locally refined grids, Numer. Math. 63 (1992), 183–194.
Ewing, R. E. and Wang, J., Analysis of multilevel decomposition iterative methods for mixed finite element methods, R.A.I.R.O. 28(4) (1994), pp. 377–398.
Feng, X., On existence and uniqueness for a coupled system modeling miscible displacement in porous media, J. Math. Anal. Appl., 194 (1995), 441–469.
Herrera, I., Unified formulation of numerical methods I. Green’s formula for operators in discontinuous fields, Numer. Meth. for PDEs 1 (1985), 25–44.
Herrera, I., Ewing, R. E., Celia, M. A., and Russell, T. F., Eulerian-Lagrangian localized adjoint method: The theoretical framework, Numer. Meth. for PDE’s 9 (1993), 431–457.
Hittel, D., Fundamentals of Soil Physics, Academic Press, 1980.
Kroener, D. and Luckhaus, S., Flow of oil and water in a porous medium, J. Diff. Equations 55 (1984), 276–288.
Kružkov, S. N. and Sukorjanskiî, S. M., Boundary problems for systems of equations of two-phase porous flow type; statement of the problems, questions of solvability, justification of approximate methods, Math. USSR Sbornik 33 (1977), 62–80.
Langlo, D. and Espedal, M., Heterogeneous reservoir models, two-phase immiscible flow in 2d, in Mathematical Modeling in Water Resources, Computational Methods inWater Resources, T. F. Russell, R. E. Ewing, C. A. Brebbia, W. G. Gray, and G. F. Pinder, eds., IX, volume 2, Elsevier Applied Science, London, 1992, pp. 71–80.
Lin, T. and Ewing, R. E., Parameter estimation for distributed systems arising in in fluid flow problems via time series methods, in Proceedings of Conference on “Inverse Problems”, Oberwolfach, West Germany, 1986. Birkhauser, Berlin, pp. 117–126.
McCormick, S. and Thomas, J., The fast adaptive composite grid methods for elliptic boundary value problems, Math. Comp. 46 (1986), 439–456.
Nedelec, J., Mixed finite elements in ℜ3, Numer. Math. 35 (1980), 315–341.
Raviart, R. and Thomas, J., A mixed finite element method for second order elliptic problems, Lecture Notes in Mathematics, vol. 606, Springer, Berlin, 1977, pp. 292–315.
Rusten, T. and Winther, R., A preconditioned iterative method for saddle point problems, SIAM J. Matrix Anal. Appl. 13 (1992), 887–904.
Russell, T., The time-stepping along characteristics with incomplete iteration for Galerkin approximation of miscible displacement in porous media, SIAM J. Numer. Anal. 22 (1985), 970–1013.
Russell, T., Eulerian-Lagrangian localized adjoint methods for advection-dominated problems, In Proceedings of 13th Biennial Conference on Numerical Analysis, Dundee, Scotland, June 27–30 1989. Pitmann Publishing Company.
van Genuchten, M., A closed form equation for predicting the hydraulic conductivity in soils, Soil Sci. Soc. Am. J. 44 (1980), 892–898.
Wang, H., Ewing, R. E., and Celia, M. A., Eulerian-Lagrangian localized adjoint methods for reactive transport with biodegradation, Numer. Meth. for PDEs 11 (1995), 229–254.
Wang, H., Ewing, R. E., and Russell, T. F., Eulerian-Lagrangian localized adjoint methods for variable-coefficient convection-diffusion problems arising in groundwater applications, in Computational Methods inWater Resources, IX, Numerical Methods inWater Resources, volume 1, T. F. Russell, R. E. Ewing, C. A. Brebbia, W. G. Gray, and G. F. Pinder, eds., Elsevier Applied Science, London,1992, pp. 25–32.
Wang, H., Lin, T., and Ewing, R. E., Eulerian-Lagrangian localized ad-joint methods with domain decomposition and local refinement techniques for advection-reaction problems with discontinuous coefficients, in Computational Methods in Water Resources, IX, Numerical Methods in Water Resources, volume 1, T. F. Russell, R. E. Ewing, C. A. Brebbia, W. G. Gray, and G. F. Pinder, eds., Elsevier Applied Science, London, 1992, pp. 17–24.
Watson, A. T., Wade, J. G., and Ewing, R. E., Parameter and system identification for fluid flow in underground reservoirs, in Proceedings of the Conference, Inverse Problems and Optimal Design in Industry, Philadelphia, PA, July 8–10 1994.
Whitaker, S., Flow in porous media II: The governing equations for immiscible two-phase flow, Transport in Porous Media 1 (1986), 102–125.
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Chen, Z., Ewing, R.E. (2000). Mathematical and Numerical Techniques in Energy and Environmental Modeling. In: Chen, Z., Ewing, R.E., Shi, ZC. (eds) Numerical Treatment of Multiphase Flows in Porous Media. Lecture Notes in Physics, vol 552. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45467-5_1
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