Explicit and explainable artificial intelligent model for prediction of CO2 molecular diffusion coefficient in heavy crude oils and bitumen

Explicit and explainable artificial intelligent model for prediction of CO2 molecular diffusion coefficient in heavy crude oils and bitumen

Optimizing CO2 injection for enhanced oil recovery (EOR) requires a precise estimation of the CO2-diffusivity coefficient in porous media. This study developed a predictive model for the molecular diffusivity coefficient of CO2 in bitumen and heavy crude oils using a Bayesian regularized artificial...

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Bibliographic Details
Main Authors: Saad Alatefi, Okorie Ekwe Agwu, Ahmad Alkouh
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Results in Engineering
Subjects:
Diffusivity coefficient
Explicit models
Bayesian networks
CO2 diffusion
EOR
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123024015810
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