Computer Methods in Applied Mechanics and Engineering
A new finite element formulation for computational fluid dynamics: II. Beyond SUPG
Computer Methods in Applied Mechanics and Engineering
Fundamentals of Numerical Reservoir Simulation
Fundamentals of Numerical Reservoir Simulation
A stochastic multiscale framework for modeling flow through random heterogeneous porous media
Journal of Computational Physics
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We present a stabilized finite element method for the numerical solution of multiphase flow in porous media, based on a multiscale decomposition of pressures and fluid saturations into resolved (or grid) scales and unresolved (or subgrid) scales. The multiscale split is invoked in a variational setting, which leads to a rigorous definition of a grid scale problem and a subgrid scale problem. The subgrid problem is modeled using an algebraic approximation. This model requires the definition of a matrix of intrinsic time scales, which we design based on stability considerations.We illustrate the performance of the method with simulations of a waterflood in a heterogeneous oil reservoir. The proposed method yields stable, highly accurate solutions on very coarse grids, which we compare with those obtained by the classical Galerkin method or the upstream finite difference method.Although this paper is restricted to multiphase flow in porous media, the formulation is quite general and can be applied to other nonlinear systems of conservation laws, like the shallow water equations.