The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Feb. 03, 2026
Filed:
May. 27, 2022
Saudi Arabian Oil Company, Dhahran, SA;
SAUDI ARABIAN OIL COMPANY, Dhahran, SA;
Abstract
A method including receiving modeling data, wherein the modeling data includes field instrument data and associated gas flow rate data for a first plurality of wells. The method further includes splitting the modeling data into a train set, a validation set, and a test set and pre-processing the modeling data. The method further includes selecting a machine-learned model and architecture and training the machine-learned model to predict gas flow rates from the pre-processed modeling data using the training set. The method further includes using the machine-learned model to predict gas flow rates using real-time field instrument data from a second plurality of wells, wherein the real-time field instrument data has been pre-processed similarly to the modeling data.
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