A holistic review on artificial intelligence techniques for well placement optimization problem
Well placement optimization is one of the major challenging factors in the field development
process of oil and gas industry. The objective function of well placement optimization is …
process of oil and gas industry. The objective function of well placement optimization is …
[HTML][HTML] Review of field development optimization of waterflooding, EOR, and well placement focusing on history matching and optimization algorithms
J Udy, B Hansen, S Maddux, D Petersen, S Heilner… - Processes, 2017 - mdpi.com
This paper presents a review of history matching and oil field development optimization
techniques with a focus on optimization algorithms. History matching algorithms are …
techniques with a focus on optimization algorithms. History matching algorithms are …
Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations
This work presents recent advances within the AlgoRithms for Global Optimization of
coNstrAined grey-box compUTational problems (ARGONAUT) framework, developed for …
coNstrAined grey-box compUTational problems (ARGONAUT) framework, developed for …
Efficient well placement optimization coupling hybrid objective function with particle swarm optimization algorithm
S Ding, R Lu, Y Xi, G Liu, J Ma - Applied Soft Computing, 2020 - Elsevier
Well placement optimization is a critical part of the oil field development planning which
aims to find the optimal locations of wells to maximize a traditional objective function (TOF) …
aims to find the optimal locations of wells to maximize a traditional objective function (TOF) …
Black-box optimization: Methods and applications
Black-box optimization (BBO) is a rapidly growing field of optimization and a topic of critical
importance in many areas including complex systems engineering, energy and the …
importance in many areas including complex systems engineering, energy and the …
An efficient infill well placement optimization approach for extra-low permeability reservoir
The objective of infill well placement optimization is to determine the optimal well locations
that maximize the net present value (NPV). The most common method of well infilling in oil …
that maximize the net present value (NPV). The most common method of well infilling in oil …
Well placement optimization subject to realistic field development constraints
This work considers the well placement problem in reservoir management and field
development optimization. In particular, it emphasizes embedding realistic and practical …
development optimization. In particular, it emphasizes embedding realistic and practical …
The development of a novel multi-objective optimization framework for non-vertical well placement based on a modified non-dominated sorting genetic algorithm-II
A Rostamian, S Jamshidi, E Zirbes - Computational Geosciences, 2019 - Springer
A single-objective well placement problem is one of the classical optimization problems in
oilfield development and has been studied for many years, by researchers worldwide …
oilfield development and has been studied for many years, by researchers worldwide …
Well placement optimization using an analytical formula-based objective function and cat swarm optimization algorithm
Well placement optimization is a crucial and complex task in oil field development. Well
placement is usually optimized by coupling reservoir numerical simulator with optimization …
placement is usually optimized by coupling reservoir numerical simulator with optimization …
A multilevel coordinate search algorithm for well placement, control and joint optimization
Determining optimal well placements and controls are two important tasks in oil field
development. These problems are computationally expensive, nonconvex, and contain …
development. These problems are computationally expensive, nonconvex, and contain …