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.

Date of Patent:
Feb. 03, 2026

Filed:

Jan. 27, 2023
Applicant:

Saudi Arabian Oil Company, Dhahran, SA;

Inventor:

Mohammed H. Al Madan, Al Qatif, SA;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
E21B 47/07 (2012.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
E21B 47/07 (2020.05); G06N 3/08 (2013.01); E21B 2200/20 (2020.05); E21B 2200/22 (2020.05);
Abstract

A method may include obtaining acquired pressure data for various wells in a geological region of interest. The method may further include obtaining acquired pressure gradient data for the wells. The acquired pressured gradient data may correspond to a pressure difference based on vertical depth at one or more wells among the wells. The method may further include obtaining acquired temperature data regarding the wells. The method may further include determining predicted pressure data for a well in the geological region of interest using a first machine-learning model and the acquired pressure data. The method may further include determining predicted pressure gradient data for the well using a second machine-learning model and the acquired pressure gradient data. The method may further include determining predicted flow rate data for the well using a third machine-learning model, the predicted pressure data, the predicted pressure gradient data, and the acquired temperature data.


Find Patent Forward Citations

Al Madan, Mohammed. (2026). Method and system for predicting flow rate data using machine learning (U.S. Patent No. 12540543). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12540543

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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