Multi-solution well placement optimization using ensemble learning of surrogate models

M Salehian, MH Sefat, K Muradov - Journal of Petroleum Science and …, 2022 - Elsevier
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 …

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 …

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 …

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 …

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 …

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 …

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 …

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) …

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 …

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 …