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 …
Machine-Learned Surrogate Models for Efficient Oil Well Placement Under Operational Reservoir Constraints
SM Mousavi, P Bakhtiarimanesh, F Enzmann… - SPE Journal, 2024 - onepetro.org
Recent predictive analytics and soft computing methods enhanced the exploration of new
hydrocarbon reserves. Machine learning (ML) has showed a promising role in oil and gas …
hydrocarbon reserves. Machine learning (ML) has showed a promising role in oil and gas …
Well control optimization using a two-step surrogate treatment
DU de Brito, LJ Durlofsky - Journal of Petroleum Science and Engineering, 2020 - Elsevier
Large numbers of flow simulations are typically required for the determination of optimal well
settings. These simulations are often computationally demanding, which poses challenges …
settings. These simulations are often computationally demanding, which poses challenges …
Field development optimization using a sequence of surrogate treatments
DU de Brito, LJ Durlofsky - Computational Geosciences, 2021 - Springer
Field development optimization, in which well configuration, well types, and well controls are
determined, represents a computationally demanding mixed integer nonlinear programming …
determined, represents a computationally demanding mixed integer nonlinear programming …
Reduced order reservoir simulation with neural-network based hybrid model
P Temirchev, A Gubanova, R Kostoev… - SPE Russian …, 2019 - onepetro.org
This paper considers the development of a computationally fast model for simulation of
multiphase flow in porous media for a heterogeneous reservoir with the unlimited number of …
multiphase flow in porous media for a heterogeneous reservoir with the unlimited number of …
Grid cluster in the office: high-performance computing for reservoir management
R Yaubatyrov, V Babin, A Liya - SPE Annual Technical Conference …, 2018 - onepetro.org
Optimal reservoir management usually requires evaluation of a large number of various
development scenarios. This applies to a choice of well placement and settings …
development scenarios. This applies to a choice of well placement and settings …
Improved Well-Control Progressive Optimization with Generalized Barycentric Coordinates and Manifold Mapping
D Echeverría Ciaurri, GA Moreno Beltrán… - … Reservoir Evaluation & …, 2021 - onepetro.org
Well-control management is nowadays frequently approached by means of mathematical
optimization. However, in many practical situations the optimization algorithms used are still …
optimization. However, in many practical situations the optimization algorithms used are still …
A Methodology for Reconciliation of Long-Term and Short-Term Control Management and Optimization of Wells with Electric Submersible Pumps
DE Ciaurri, JC Navarro, JA Mejía - SPE Annual Technical Conference …, 2020 - onepetro.org
Abstract Wells equipped with Electric Submersible Pumps (ESPs) are ubiquitous.
Methodologies for either long-term (on the order of years) or short-term (months or weeks) …
Methodologies for either long-term (on the order of years) or short-term (months or weeks) …
The Express Method of Well-Control Optimization for the Associated Gas Recycling Process
V Babin, N Glavnov, E Shel - ECMOR XVII, 2020 - earthdoc.org
This work describes semi-analytical technique to maximize additional oil production and
economic efficiency due to the recycling process of associated petroleum gas by selecting …
economic efficiency due to the recycling process of associated petroleum gas by selecting …
Efficient Data Flow Optimization for Internet Middleware on Application to Ideological Online Interactive System
Z Wu - 2021 Third International Conference on Inventive …, 2021 - ieeexplore.ieee.org
Efficient data flow optimization for the Internet middleware on application to the ideological
online interactive system is studied in this manuscript. Our application research is mainly to …
online interactive system is studied in this manuscript. Our application research is mainly to …