Reducing CO2 production levels in a gas operation network using a predictive model

A system for reducing CO2 levels of a gas operation network using a predictive model, the gas operation network comprising a plurality of wells, the system comprising:

• a plurality of gas flow meters operable to measure a gas flowrate of a gas at each of the plurality of wells;
• a CO2 concentration measurement device operable to measure a CO2 concentration of the gas at the plurality of wells;
• a CO2 meter operable to measure a network CO2 production level of the gas, wherein the CO2 meter is located at a gas processing plant of the gas operation network or downstream of the gas processing plant;
• a plurality of valves operable to control a flow of the gas at the plurality of wells;
• a computer storing instructions that, when executed by a processor of the computer, cause the processor to perform operations comprising:
• processing an input data set comprising (i) the measured gas flowrate for each of the plurality of wells and (ii) the measured CO2 concentration for each of the plurality of wells;
• generating the predictive model by processing the input dataset in response to applying a reduced gradient algorithm or a linear regression algorithm to data values of the input dataset;
• predicting, by the predictive model, a CO2 production target for the gas operation network based on a gas flowrate predicted for each of the plurality of wells by the predictive model;
• generating one or more control signals to control each of the plurality of valves at each of the plurality of wells based on the CO2 production target and the predicted gas flowrate for each of the plurality of wells;
• and
• regulating CO2 levels of the gas operation network based on the CO2 production target by controlling each of the plurality of valves at each of the plurality of wells using the one or more control signals.