[HTML][HTML] A survey on multi-objective, model-based, oil and gas field development optimization: Current status and future directions

A Rostamian, MB de Moraes, DJ Schiozer, GP Coelho - Petroleum Science, 2024 - Elsevier
In the area of reservoir engineering, the optimization of oil and gas production is a complex
task involving a myriad of interconnected decision variables sha** the production system's …

A surrogate-assisted multi-objective evolutionary algorithm with dimension-reduction for production optimization

M Zhao, K Zhang, G Chen, X Zhao, C Yao… - Journal of Petroleum …, 2020 - Elsevier
Abstract Multi-objective optimization (MOO), which involves more than one conflicting
objective to be optimized simultaneously, is expected to provide efficient and …

Model-based water-flooding optimization using multi-objective approach for efficient reservoir management

MMM Farahi, M Ahmadi, B Dabir - Journal of Petroleum Science and …, 2021 - Elsevier
The efficient development of an oil field mostly depends on a comprehensive optimization of
subsurface flow. To account for several discrete or even contradicting objectives, multi …

Deep reinforcement learning for constrained field development optimization in subsurface two-phase flow

Y Nasir, J He, C Hu, S Tanaka, K Wang… - Frontiers in Applied …, 2021 - frontiersin.org
Oil and gas field development optimization, which involves the determination of the optimal
number of wells, their drilling sequence and locations while satisfying operational and …

Robust ensemble-based multi-objective optimization

RM Fonseca, AS Stordal, O Leeuwenburgh… - ECMOR XIV-14th …, 2014 - earthdoc.org
We consider robust ensemble-based multi-objective optimization using a hierarchical
switching algorithm for combined long-term and short term water flooding optimization. We …

An assessment of model-based multiobjective optimization for efficient management of subsurface flow

J Fu, XH Wen - SPE Western Regional Meeting, 2018 - onepetro.org
The making of development plan to produce an oil or gas field usually involves several
distinct stakeholders (eg, the operator, partners and the government) with many …

Reservoir management under geological uncertainty using fast model update

R Hanea, G Evensen, L Hustoft, T Ek, A Chitu… - SPE Reservoir …, 2015 - onepetro.org
Abstract Statoil is implementing “Fast Model Update (FMU),” an integrated and automated
workflow for reservoir modeling and characterization. FMU connects all steps and …

A multisolution optimization framework for well placement and control

M Salehian, MH Sefat, K Muradov - SPE Reservoir Evaluation & …, 2021 - onepetro.org
Field development and control optimization aim to maximize the economic profit of oil and
gas production. Mathematically, this results in a complex optimization problem with a large …

[HTML][HTML] Generation of a Pareto front for a bi-objective water flooding optimization problem using approximate ensemble gradients

RM Fonseca, AC Reynolds, JD Jansen - Journal of Petroleum Science and …, 2016 - Elsevier
Conflicting objectives are frequently encountered in most real-world problems. When
dealing with conflicting objectives, decision makers prefer to obtain a range of possible …

Joint optimization of economic project life and well controls

MG Shirangi, O Volkov, LJ Durlofsky - SPE Journal, 2018 - onepetro.org
A new methodology for the joint optimization of optimal economic project life (EPL) and time-
varying well controls is introduced. The procedure enables the maximization of net present …