[HTML][HTML] A survey on multi-objective, model-based, oil and gas field development optimization: Current status and future directions
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 …
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
Abstract Multi-objective optimization (MOO), which involves more than one conflicting
objective to be optimized simultaneously, is expected to provide efficient and …
objective to be optimized simultaneously, is expected to provide efficient and …
Model-based water-flooding optimization using multi-objective approach for efficient reservoir management
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 …
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
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 …
number of wells, their drilling sequence and locations while satisfying operational and …
Robust ensemble-based multi-objective optimization
We consider robust ensemble-based multi-objective optimization using a hierarchical
switching algorithm for combined long-term and short term water flooding optimization. We …
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
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 …
distinct stakeholders (eg, the operator, partners and the government) with many …
Reservoir management under geological uncertainty using fast model update
Abstract Statoil is implementing “Fast Model Update (FMU),” an integrated and automated
workflow for reservoir modeling and characterization. FMU connects all steps and …
workflow for reservoir modeling and characterization. FMU connects all steps and …
A multisolution optimization framework for well placement and control
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 …
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
Conflicting objectives are frequently encountered in most real-world problems. When
dealing with conflicting objectives, decision makers prefer to obtain a range of possible …
dealing with conflicting objectives, decision makers prefer to obtain a range of possible …
Joint optimization of economic project life and well controls
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 …
varying well controls is introduced. The procedure enables the maximization of net present …