MACHINE REALIZABLE METHOD, DEVICE AND MACHINE-READABLE MEDIUM FOR MANAGED DATA OF OIL, GAS AND WATER FLOWS MODELING

摘要

A method for independently modeling water flow, oil flow and gas flow using data-driven computer models is disclosed. The disclosed method may include: obtaining parameters of a well associated with a production facility during a well test; creation of an ensemble of data-driven models for modeling water flow, oil flow and gas flow based on the specified parameters; evaluation of each model from the ensemble of models; selection of a subgroup of computer models from the ensemble of models; independent modeling of each of the water flow rate, oil flow rate and gas flow rate using a subgroup of models; reconciliation of each of the water flow rate, oil flow rate and gas flow rate for the specified well with the total flow rate obtained in the production facility; and outputting data for each of the water flow rate, oil flow rate, and gas flow rate.