Adjoint formulation and constraint handling for gradient-based optimization of compositional reservoir flow

DOI10.1007/s10596-013-9385-8zbMath1393.76122OpenAlexW2070020411MaRDI QIDQ1663648

Drosos Kourounis, Louis J. Durlofsky, Khalid Aziz, Jan-Dirk Jansen

Publication date: 22 August 2018

Published in: Computational Geosciences (Search for Journal in Brave)

Full work available at URL: http://resolver.tudelft.nl/uuid:d8b575bb-7fc4-48e2-90bf-7293352f14eb

zbMATH Keywords

automatic differentiationgradient-based optimizationproduction optimizationnonlinear constraintsdiscrete adjointcontinuous adjointadjoint formulationgeneral constraintsrecovery optimizationcompositional reservoir simulation

Mathematics Subject Classification ID

Flows in porous media; filtration; seepage (76S05) General questions in geophysics (86A04)

Related Items (13)

Use of reduced-order models in well control optimization ⋮ Derivative-free trust region optimization for robust well control under geological uncertainty ⋮ Constraint handling for gradient-based optimization of compositional reservoir flow ⋮ Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology ⋮ Multiple shooting applied to robust reservoir control optimization including output constraints on coherent risk measures ⋮ Three optimization formulations for an inverse problem in saddle point problems with applications to elasticity imaging of locating tumor in incompressible medium ⋮ Adjoint analysis of Buckley-Leverett and two-phase flow equations ⋮ First-order and second-order adjoint methods for parameter identification problems with an application to the elasticity imaging inverse problem ⋮ Analyzing the role of the Inf-Sup condition for parameter identification in saddle point problems with application in elasticity imaging ⋮ Gradient-based production optimization with simulation-based economic constraints ⋮ Reservoir management optimization using well-specific upscaling and control switching ⋮ Effect of time stepping strategy on adjoint-based production optimization ⋮ Comprehensive framework for gradient-based optimization in closed-loop reservoir management

Uses Software

• SNOPT

Cites Work

• Adjoint-based optimization of multi-phase flow through porous media -- a review
• Nonlinear output constraints handling for production optimization of oil reservoirs
• Automatic differentiation of explicit Runge-Kutta methods for optimal control
• Runge-Kutta methods in optimal control and the transformed adjoint system
• Efficient real-time reservoir management using adjoint-based optimal control and model updating
• Continuous and discrete adjoint approaches for aerodynamic shape optimization with low Mach number preconditioning
• Optimization of fluid front dynamics in porous media using rate control. I. Equal mobility fluids
• Perspectives in Flow Control and Optimization
• SNOPT: An SQP Algorithm for Large-Scale Constrained Optimization
• Unnamed Item
• Unnamed Item

This page was built for publication: Adjoint formulation and constraint handling for gradient-based optimization of compositional reservoir flow