A comprehensive techno-eco-assessment of CO2 enhanced oil recovery projects using a machine-learning assisted workflow

Junyu You,William Ampomah,Anthony Morgan,Qian Sun,Xiaoliang Huang

International Journal of Greenhouse Gas Control（2021）

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摘要

•A comprehensive techno-eco-assessment of an active CO2-EOR project is carried out.•A ML-based protocol is developed to optimize oil recovery, CO2 storage and NPV.•Average reservoir pressure is utilized as an optimization constraint.•Effects of CO2 credit and oil price on Pareto optimum results are studied.

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关键词

CCUS,CO2-EOR,Multi-objective optimization,Economics assessment,Machine learning

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