Patent ID: 11905817
Assignee: SAUDI ARABIAN OIL COMPANY
Field: Computer technology (Electrical engineering)
Classification: CPC E  G  Y | IPC E  G

Claim 8:
9. A system, comprising:
a first control system coupled to an injection well;
a second control system coupled to a production well; and
a carbon dioxide manager comprising a computer processor, wherein the carbon dioxide manager is coupled to the first control system and the second control system, the carbon dioxide manager being configured to:
obtain reservoir data for a geological region of interest;
obtain acquired production data regarding the production well;
determining first predicted production data for the production well using the reservoir data and a first machine-learning model;
determining error data based on a mismatch between the first predicted production data and the acquired production data;
updating the first machine-learning model to produce an updated machine-learning model,
wherein the first machine-learning model is updated using the error data and a machine-learning algorithm, and
wherein the machine-learning algorithm is a backward propagation algorithm;

obtain carbon emission data for the production well and the injection well;
determine predicted carbon emission data for the production well and second predicted production data for the production well using the updated machine-learning model;
determine one or more stimulation parameters for a stimulation operation based on the predicted carbon emission data and the second predicted production data; and
transmit a command to the first control system,
wherein the first control system adjusts an amount of carbon dioxide that is supplied to the injection well based on the one or more stimulation parameters in response to the first control system receiving the command.