A theoretical look at ensemble-based optimization in reservoir management

DOI10.1007/s11004-015-9598-6zbMath1397.86015OpenAlexW614342786MaRDI QIDQ1789193

Andreas S. Stordal, Slawomir P. Szklarz, Olwijn Leeuwenburgh

Publication date: 10 October 2018

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

Full work available at URL: http://hdl.handle.net/11250/2454474

zbMATH Keywords

reservoir managementGaussian mutationproduction optimizationlife-cycle production optimization

Mathematics Subject Classification ID

Geostatistics (86A32) Potentials, prospecting (86A20) Geological problems (86A60)

Related Items (9)

Refined ensemble-based waterflooding optimization subject to field-wide constraints ⋮ A quasi-Newton trust-region method for optimization under uncertainty using stochastic simplex approximate gradients ⋮ A natural Hessian approximation for ensemble based optimization ⋮ Improved sampling strategies for ensemble-based optimization ⋮ OLYMPUS optimization under geological uncertainty ⋮ Robust production optimization with capacitance-resistance model as precursor ⋮ Efficient well placement optimization under uncertainty using a virtual drilling procedure ⋮ Adaptive machine learning-based surrogate modeling to accelerate PDE-constrained optimization in enhanced oil recovery ⋮ A Stochastic Simplex Approximate Gradient (StoSAG) for optimization under uncertainty

Cites Work

• Adjoint-based optimization of multi-phase flow through porous media -- a review
• Theoretical connections between optimization algorithms based on an approximate gradient
• Efficient real-time reservoir management using adjoint-based optimal control and model updating
• Inverse Problem Theory and Methods for Model Parameter Estimation

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