dynamic adsorption
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AI-Driven Prediction of Polymer Dynamic Adsorption in Porous Media for Enhanced Oil Recovery Applications
Abstract: Polymer flooding stands as one of the most commercially mature chemical enhanced oil recovery (EOR) techniques utilized to improve sweep efficiency in mature reservoirs. However, the economic and operational viability of polymer flooding is heavily constrained by polymer retention, primarily driven by dynamic adsorption onto the rock surface within porous media. This study presents an integrated framework combining rigorous core flooding experiments with advanced machine learning algorithms to predict dynamic …
Published in Journal of Petroleum Engineering & Technology · pp. 23–33 Read article