Application of machine learning techniques for selecting the most suitable enhanced oil recovery method; challenges and opportunities
A reliable method for selecting the most suitable Enhanced Oil Recovery (EOR) method is of
a high necessity in reservoir engineering. Machine Learning (ML) techniques have been …
a high necessity in reservoir engineering. Machine Learning (ML) techniques have been …
[HTML][HTML] A survey on the application of machine learning and metaheuristic algorithms for intelligent proxy modeling in reservoir simulation
CSW Ng, MN Amar, AJ Ghahfarokhi… - Computers & Chemical …, 2023 - Elsevier
Abstract Machine Learning (ML) has demonstrated its immense contribution to reservoir
engineering, particularly reservoir simulation. The coupling of ML and metaheuristic …
engineering, particularly reservoir simulation. The coupling of ML and metaheuristic …
Supervised deep learning-based paradigm to screen the enhanced oil recovery scenarios
High oil prices and concern about limited oil reserves lead to increase interest in enhanced
oil recovery (EOR). Selecting the most efficient development plan is of high interest to …
oil recovery (EOR). Selecting the most efficient development plan is of high interest to …
A new machine learning ensemble model for class imbalance problem of screening enhanced oil recovery methods
Abstract Enhanced Oil Recovery (EOR) methods have received a lot of attention today due
to the increase in global oil demand and the reduction of oil production capacity from natural …
to the increase in global oil demand and the reduction of oil production capacity from natural …
Toward evaluation and screening of the enhanced oil recovery scenarios for low permeability reservoirs using statistical and machine learning techniques
M Mahdaviara, M Sharifi, M Ahmadi - Fuel, 2022 - Elsevier
The concurrence of the oil demand increment and running out of fossil fuels have brought
about special attention toward the tight and low permeability reservoirs. The decision …
about special attention toward the tight and low permeability reservoirs. The decision …
Effect of enhanced oil recovery on the composition and rheological properties of heavy crude oil
LA Strelets, SO Ilyin - Journal of Petroleum Science and Engineering, 2021 - Elsevier
The composition and rheological properties of ten samples of heavy crude oil from five
different wells were investigated before and after integrated oilfield treatment with gel …
different wells were investigated before and after integrated oilfield treatment with gel …
Automated well-log processing and lithology classification by identifying optimal features through unsupervised and supervised machine-learning algorithms
The application of specialized machine learning (ML) in petroleum engineering and
geoscience is increasingly gaining attention in the development of rapid and efficient …
geoscience is increasingly gaining attention in the development of rapid and efficient …
Impact of newly implemented enhanced oil and gas recovery screening policy on current oil production and future energy supply in India
A significant amount of current oil production in India comes from the matured fields.
Insufficient discovery of new oil and gas fields raises a momentous issue for the demand of …
Insufficient discovery of new oil and gas fields raises a momentous issue for the demand of …
Evaluation of enhanced oil recovery methods for mature continental heavy oil fields in China based on geology, technology and sustainability criteria
Y Yao, D Sun, JH Xu, B Wang, G Peng, B Sun - Energy, 2023 - Elsevier
Enhanced oil recovery (EOR) methods in mature oil fields play an irreplaceable role in
supporting the long-term and stable production of crude oil. This study establishes a unified …
supporting the long-term and stable production of crude oil. This study establishes a unified …
Data-driven prediction of in situ CO 2 foam strength for enhanced oil recovery and carbon sequestration
Carbon dioxide foam injection is a promising enhanced oil recovery (EOR) method, being at
the same time an efficient carbon storage technology. The strength of CO2 foam under …
the same time an efficient carbon storage technology. The strength of CO2 foam under …