The invention discloses a
carbon dioxide enhanced
salt water exploitation multi-objective optimization method, and belongs to the technical field of
carbon dioxide capture, utilization and storage and underground
water resource development, and the method comprises the following steps: S1, constructing a CO2-EWR multi-field
coupling numerical
simulation model, and determining a multi-objective optimization basic framework; s2, solving through a multi-objective optimization
algorithm to obtain a Pareto frontier solution set; s3, screening through a
feature selection algorithm to obtain an optimal feature subset; s4, expanding the sample size through a data enhancement technology, and completing the training of the proxy model through an optimization
algorithm; s5, realizing transparency of an optimization mechanism through an
interpretability analysis method; and S6, calculating the closeness between each scheme and the
ideal solution through a multi-objective decision method, and screening to obtain a final optimization scheme. By adopting the method, the problems that multiple targets are difficult to cooperate, the calculation cost is high, the model lacks interpretation, and the precision and efficiency are influenced by sample and feature problems in the
carbon dioxide enhanced
saline water exploitation process are solved.