Optimal Control of Partially Miscible Two-Phase Flow with Applications to Subsurface CO2 Sequestration
KAUST Grant NumberUK-C0020
Online Publication Date2013-07-31
Print Publication Date2013
Permanent link to this recordhttp://hdl.handle.net/10754/599090
MetadataShow full item record
AbstractMotivated by applications in subsurface CO2 sequestration, we investigate constrained optimal control problems with partially miscible two-phase flow in porous media. The objective is, e.g., to maximize the amount of trapped CO2 in an underground reservoir after a fixed period of CO2 injection, where the time-dependent injection rates in multiple wells are used as control parameters. We describe the governing two-phase two-component Darcy flow PDE system and formulate the optimal control problem. For the discretization we use a variant of the BOX method, a locally conservative control-volume FE method. The timestep-wise Lagrangian of the control problem is implemented as a functional in the PDE toolbox Sundance, which is part of the HPC software Trilinos. The resulting MPI parallelized Sundance state and adjoint solvers are linked to the interior point optimization package IPOPT. Finally, we present some numerical results in a heterogeneous model reservoir.
CitationSimon M, Ulbrich M (2013) Optimal Control of Partially Miscible Two-Phase Flow with Applications to Subsurface CO2 Sequestration. Advanced Computing: 81–98. Available: http://dx.doi.org/10.1007/978-3-642-38762-3_4.
SponsorsThis publication is based on work supported by Award No. UK-C0020, madeby King Abdullah University of Science and Technology (KAUST). The work was conductedfor the MAC-KAUST project K1 “Simulating CO2 Sequestration” within the Munich Centre ofAdvanced Computing (MAC) at TUM. The authors gratefully acknowledge this support as well asthe grant DFG INST 95/919-1 FUGG that provided partial funding of the compute cluster used forthe computations. Moreover, the authors would like to thank Michael Bader for handling the paperand the three referees for their valuable comments.