Machine-Learning-Based Approach to Optimize CO<sub>2</sub>-WAG Flooding in Low Permeability Oil Reservoirs

Machine-Learning-Based Approach to Optimize CO<sub>2</sub>-WAG Flooding in Low Permeability Oil Reservoirs

One of the main applications of carbon capture, utilization, and storage (CCUS) technology in the industry is carbon-dioxide-enhanced oil recovery (CO<sub>2</sub>-EOR). However, accurately and rapidly assessing their application potential remains a major challenge. In this study, a numer...

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Bibliographic Details
Main Authors: Ming Gao, Zhaoxia Liu, Shihao Qian, Wanlu Liu, Weirong Li, Hengfei Yin, Jinhong Cao
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Energies
Subjects:
CO<sub>2</sub>-EOR
XGBoost regression
PSO
parameter optimization
Online Access:https://www.mdpi.com/1996-1073/16/17/6149

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https://www.mdpi.com/1996-1073/16/17/6149

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