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Title: A two-stage preconditioner for multiphase poromechanics in reservoir simulation

Journal Article · · Computer Methods in Applied Mechanics and Engineering
ORCiD logo [1];  [2];  [3];  [1];  [1]; ORCiD logo [3]
  1. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
  2. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States); Stanford Univ., Stanford, CA (United States)
  3. Stanford Univ., Stanford, CA (United States)

Many applications involving porous media–notably reservoir engineering and geologic applications–involve tight coupling between multiphase fluid flow, transport, and poromechanical deformation. While numerical models for these processes have become commonplace in research and industry, the poor scalability of existing solution algorithms has limited the size and resolution of models that may be practically solved. In this work, we propose a two-stage Newton–Krylov solution algorithm to address this shortfall. The proposed solver exhibits rapid convergence, good parallel scalability, and is robust in the presence of highly heterogeneous material properties. Here, the key to success of the solver is a block-preconditioning strategy that breaks the fully-coupled system of mass and momentum balance equations into simpler sub-problems that may be readily addressed using targeted algebraic methods. Numerical results are presented to illustrate the performance of the solver on challenging benchmark problems.

Research Organization:
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Sponsoring Organization:
USDOE National Nuclear Security Administration (NNSA)
Grant/Contract Number:
AC52-07NA27344
OSTI ID:
1564406
Alternate ID(s):
OSTI ID: 1569188
Report Number(s):
LLNL-JRNL-763612; 953462
Journal Information:
Computer Methods in Applied Mechanics and Engineering, Vol. 357, Issue C; ISSN 0045-7825
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 31 works
Citation information provided by
Web of Science

References (73)

Decoupling preconditioners in the implicit parallel accurate reservoir simulator (IPARS) journal January 2001
Decoupling and Block Preconditioning for Sedimentary Basin Simulations journal January 2003
A scalable multistage linear solver for reservoir models with multisegment wells journal November 2012
Preconditioning for Efficiently Applying Algebraic Multigrid in Fully Implicit Reservoir Simulations journal August 2014
A family of constrained pressure residual preconditioners for parallel reservoir simulations: Preconditioners for Parallel Reservoir Simulations journal September 2015
Constrained pressure residual multiscale (CPR-MS) method for fully implicit simulation of multiphase flow in porous media journal October 2015
A note on MGR methods journal February 1983
Algebraic multigrid preconditioners for two-phase flow in porous media with phase transitions journal April 2018
A scalable fully implicit framework for reservoir simulation on parallel computers journal March 2018
An approximate Jacobian nonlinear solver for multiphase flow and transport journal December 2018
Novel preconditioners for the iterative solution to FE-discretized coupled consolidation equations journal May 2007
Block-preconditioned Newton–Krylov solvers for fully coupled flow and geomechanics journal April 2011
RMCP: Relaxed Mixed Constraint Preconditioners for saddle point linear systems arising in geomechanics journal May 2012
A parallel block preconditioner for large-scale poroelasticity with highly heterogeneous material parameters journal March 2012
Block-partitioned solvers for coupled poromechanics: A unified framework journal May 2016
Parameter-Robust Discretization and Preconditioning of Biot's Consolidation Model journal January 2017
A systematic comparison of coupled and distributive smoothing in multigrid for the poroelasticity system journal March 2004
Multigrid method for nonlinear poroelasticity equations journal October 2015
On the fixed-stress split scheme as smoother in multigrid methods for coupling flow and geomechanics journal November 2017
On an Uzawa smoother in multigrid for poroelasticity equations: On an Uzawa smoother in multigrid for poroelasticity equations journal November 2016
A fully coupled 3-D mixed finite element model of Biot consolidation journal June 2010
Large scale micro finite element analysis of 3D bone poroelasticity journal July 2014
Scalable algorithms for three-field mixed finite element coupled poromechanics journal December 2016
A Coupled Reservoir and Geomechanical Simulation System journal September 1998
Coupling Fluid Flow and Rock Mechanics: Formulations of the Partial Coupling Between Reservoir and Geomechanical Simulators journal July 2002
A Preconditioned Conjugate Gradient Based Algorithm for Coupling Geomechanical-Reservoir Simulations journal September 2002
Accelerating the convergence of coupled geomechanical-reservoir simulations
  • Jeannin, L.; Mainguy, M.; Masson, R.
  • International Journal for Numerical and Analytical Methods in Geomechanics, Vol. 31, Issue 10 https://doi.org/10.1002/nag.576
journal January 2007
Stability, Accuracy, and Efficiency of Sequential Methods for Coupled Flow and Geomechanics journal June 2011
Convergence of iterative coupling for coupled flow and geomechanics journal October 2012
Rigorous Coupling of Geomechanics and Multiphase Flow with Strong Capillarity journal November 2013
A new sequential method for three-phase immiscible flow in poroelastic media journal November 2018
Stability and convergence of sequential methods for coupled flow and geomechanics: Fixed-stress and fixed-strain splits journal March 2011
The Flow of Heterogeneous Fluids Through Porous Media journal September 1936
On stability and convergence of finite element approximations of Biot's consolidation problem journal February 1994
Stabilized low-order finite elements for coupled solid-deformation/fluid-diffusion and their application to fault zone transients journal September 2008
Stability and monotonicity for some discretizations of the Biot’s consolidation model journal January 2016
Two-way coupling in reservoir-geomechanical models: vertex-centered Galerkin geomechanical model cell-centered and vertex-centered finite volume reservoir models: COUPLING FINITE-VOLUME RESERVOIR AND GALERKIN PEOMECHANICAL MODELS journal March 2014
Discrete fracture model for coupled flow and geomechanics journal January 2016
Cell-centered finite volume discretizations for deformable porous media: CELL-CENTERED FINITE VOLUME DISCRETIZATIONS FOR ELASTICITY journal August 2014
Stable Cell-Centered Finite Volume Discretization for Biot Equations journal January 2016
Finite volume methods for elasticity with weak symmetry: FINITE VOLUME METHODS FOR ELASTICITY WITH WEAK SYMMETRY journal April 2017
A coupling of mixed and continuous Galerkin finite element methods for poroelasticity I: the continuous in time case journal March 2007
A coupling of mixed and continuous Galerkin finite element methods for poroelasticity II: the discrete-in-time case journal March 2007
A locally conservative finite element framework for the simulation of coupled flow and reservoir geomechanics journal July 2007
On the causes of pressure oscillations in low-permeable and low-compressible porous media: PRESSURE OSCILLATIONS IN LOW-PERMEABLE POROUS MEDIA
  • Haga, Joachim Berdal; Osnes, Harald; Langtangen, Hans Petter
  • International Journal for Numerical and Analytical Methods in Geomechanics, Vol. 36, Issue 12 https://doi.org/10.1002/nag.1062
journal July 2011
Convergence analysis of a new mixed finite element method for Biot's consolidation model journal February 2014
Robust fixed stress splitting for Biot’s equations in heterogeneous media journal June 2017
Space–time finite element approximation of the Biot poroelasticity system with iterative coupling journal June 2017
A nonconforming finite element method for the Biot’s consolidation model in poroelasticity journal January 2017
New stabilized discretizations for poroelasticity and the Stokes’ equations journal November 2018
Parameter-robust stability of classical three-field formulation of Biot's consolidation model journal January 2018
Anderson accelerated fixed-stress splitting schemes for consolidation of unsaturated porous media journal March 2019
Finite volume methods book January 2000
Analysis of locally stabilized mixed finite element methods for the Stokes problem journal January 1992
Finite volume schemes for diffusion equations: Introduction to and review of modern methods journal May 2014
Cell-centered nonlinear finite-volume methods for the heterogeneous anisotropic diffusion problem journal February 2017
Monotone nonlinear finite-volume method for challenging grids journal January 2018
Interpretation of Well-Block Pressures in Numerical Reservoir Simulation(includes associated paper 6988 ) journal June 1978
GMRES: A Generalized Minimal Residual Algorithm for Solving Nonsymmetric Linear Systems journal July 1986
Choosing the Forcing Terms in an Inexact Newton Method journal January 1996
A preconditioning technique for indefinite systems resulting from mixed approximations of elliptic problems journal January 1988
Numerical solution of saddle point problems journal April 2005
Improving algebraic multigrid interpolation operators for linear elasticity problems journal January 2009
Iterative methods for the solution of the navier equations of elasticity journal August 1978
Displacement decomposition—incomplete factorization preconditioning techniques for linear elasticity problems journal March 1994
On parallel solution of linear elasticity problems: Part I: theory journal March 1998
deal.II---A general-purpose object-oriented finite element library journal August 2007
Multigrid Smoothers for Ultraparallel Computing journal January 2011
Reducing Complexity in Parallel Algebraic Multigrid Preconditioners journal January 2006
Tenth SPE Comparative Solution Project: A Comparison of Upscaling Techniques journal August 2001
Two-phase water flooding simulations on dynamic adaptive octree grids with two-point nonlinear fluxes journal January 2013
A general gridding, discretization, and coarsening methodology for modeling flow in porous formations with discrete geological features journal October 2016
An approximate Jacobian nonlinear solver for multiphase flow and transport journal December 2018

Cited By (1)

Aspects of Solvers for Large-Scale Coupled Problems in Porous Media journal September 2019

Figures / Tables (7)