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 …
Multi-solution well placement optimization using ensemble learning of surrogate models
Well location optimization aims to maximize the economic profit of oil and gas field
development while respecting various constraints. The limitations of the currently available …
development while respecting various constraints. The limitations of the currently available …
Iterative sequential robust optimization of quantity and location of wells in field development under subsurface, operational and economic uncertainty
A Mirzaei-Paiaman, SMG Santos… - Journal of Petroleum …, 2022 - Elsevier
Determination of optimal quantity and location of wells is a crucial step in any field
development project. Multiple challenges exist in the real-world projects, such as gigantic …
development project. Multiple challenges exist in the real-world projects, such as gigantic …
A Survey of Infill Well Location Optimization Techniques
ZA Al-Rubiay, OF Al-Fatlawi - The Iraqi Geological Journal, 2023 - igj-iraq.org
The maximization of the net present value of the investment in oil field improvements is
greatly aided by the optimization of well location, which plays a significant role in the …
greatly aided by the optimization of well location, which plays a significant role in the …
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 …
Machine learning assisted well placement optimization
Well placement optimization is a complicated problem which is usually solved by direct
combination of reservoir simulators with optimization algorithm. However, depending on …
combination of reservoir simulators with optimization algorithm. However, depending on …
Grey wolf optimizer for solving well placement optimization problem constrained to minimum well distance
D Ocran, SS Ikiensikimama… - Petroleum Science and …, 2023 - Taylor & Francis
Traditional optimizers require several experimentations to fine tune parameters and this
makes them problem dependent and can compound the general simulation problem …
makes them problem dependent and can compound the general simulation problem …
A robust, multi-solution framework for well placement and control optimization
Field development and control optimization aim to maximize the economic profit of oil and
gas production while considering several sources of uncertainty. This results in a high …
gas production while considering several sources of uncertainty. This results in a high …
Analysis of Key Sweetspot Identification Methods and Their Significance for Hydrocarbon Well Placement
MA Al-Ismael, AM Al-Baiz - SPE Gas & Oil Technology Showcase and …, 2023 - onepetro.org
Sweetspot identification methods are of significant value in optimizing well placement in
reservoir simulation studies. These methods vary in their approaches due to the wide …
reservoir simulation studies. These methods vary in their approaches due to the wide …
[图书][B] Reinforcement learning for well location optimization
K Dawar - 2021 - search.proquest.com
The strategic placement of exploratory wells during the process of hydrocarbon production is
critical for both the determination of the reservoir properties and the eventual profitability of …
critical for both the determination of the reservoir properties and the eventual profitability of …