Improving multiscale mixed finite element method for flow simulation in highly heterogeneous reservoir using adaptivity

Abstract We present an adaptive Multiscale Mixed Finite Element Method (MsMFEM) for modeling multiphase flow in highly heterogeneous reservoir. In this framework, fractional flow model is used to approximate pressure and velocity solution on coarse scale, while resolution in fine scale is honored by the basis functions, which are calculated by local problems on fine scale. The adaptive computation in the flow problem is permitted by two different basis functions. In the numerical examples, our adaptive MsMFEM is applied to solve two dimensional and three dimensional reservoir simulation problems with highly heterogeneous porosity and permeability fields. The preliminary numerical simulation results presented show a significant speedup in comparison with the reference numerical method, which encourage and is beneficial for further investigation of the proposed method for reservoir numerical simulation.

[1]  Thomas Y. Hou,et al.  A Multiscale Finite Element Method for Elliptic Problems in Composite Materials and Porous Media , 1997 .

[2]  Abbas Firoozabadi,et al.  Numerical Simulation of Water Injection in 2D Fractured Media Using Discrete-Fracture Model , 2001 .

[3]  E Weinan,et al.  The Heterognous Multiscale Methods , 2003 .

[4]  Ruben Juanes,et al.  A variational multiscale finite element method for multiphase flow in porous media , 2005 .

[5]  Yalchin Efendiev,et al.  Accurate multiscale finite element methods for two-phase flow simulations , 2006, J. Comput. Phys..

[6]  Knut-Andreas Lie,et al.  A Multiscale Mixed Finite Element Method for Vuggy and Naturally Fractured Reservoirs , 2010 .

[7]  D. W. Peaceman Interpretation of well-block pressures in numerical reservoir simulation with nonsquare grid blocks and anisotropic permeability , 1983 .

[8]  L. Durlofsky Numerical calculation of equivalent grid block permeability tensors for heterogeneous porous media , 1991 .

[9]  Patrick Jenny,et al.  Adaptive fully implicit multi-scale finite-volume method for multi-phase flow and transport in heterogeneous porous media , 2006, J. Comput. Phys..

[10]  Jørg E. Aarnes,et al.  On the Use of a Mixed Multiscale Finite Element Method for GreaterFlexibility and Increased Speed or Improved Accuracy in Reservoir Simulation , 2004, Multiscale Model. Simul..

[11]  J. Banavar,et al.  The Heterogeneous Multi-Scale Method , 1992 .

[12]  John Killough,et al.  Beyond dual-porosity modeling for the simulation of complex flow mechanisms in shale reservoirs , 2013, Computational Geosciences.

[13]  Jun Yao,et al.  Multiscale mixed finite element, discrete fracture–vug model for fluid flow in fractured vuggy porous media , 2016 .

[14]  Michael Andrew Christie,et al.  Tenth SPE Comparative Solution Project: a comparison of upscaling techniques , 2001 .

[15]  Stein Krogstad,et al.  Multiscale mixed/mimetic methods on corner-point grids , 2008 .

[16]  T. Hou,et al.  Analysis of upscaling absolute permeability , 2002 .

[17]  Knut-Andreas Lie,et al.  A comparison of multiscale methods for elliptic problems in porous media flow , 2008 .

[18]  M. Karimi-Fard,et al.  Numerical Simulation of Water Injection in Fractured Media Using the Discrete-Fracture Model and the Galerkin Method , 2003 .

[19]  Walter K. Nader,et al.  The Permeability of a Uniformly Vuggy Porous Medium , 1973 .

[20]  H. Tchelepi,et al.  Multi-scale finite-volume method for elliptic problems in subsurface flow simulation , 2003 .

[21]  T. Hou,et al.  Multiscale Finite Element Methods for Nonlinear Problems and Their Applications , 2004 .

[22]  Zhiming Chen,et al.  A mixed multiscale finite element method for elliptic problems with oscillating coefficients , 2003, Math. Comput..