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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.:

US 12084956 B1

PDFFull Text
Date of Patent:
Sep. 10, 2024

Filed:

Sep. 22, 2020

Method and system for processing well log data from multiple wells using machine learning

Applicant:

Saudi Arabian Oil Company, Dhahran, SA;

Inventors:

Abdulrahman Aljedaani, Dhahran, SA;

Klemens Katterbauer, Dhahran, SA;

Alberto Marsala, Venice, IT;

Assignee:

SAUDI ARABIAN OIL COMPANY, Dhahran, SA;

Attorney:

Osha Bergman Watanabe & Burton LLP

Primary Examiner:

Eunhee Kim

Int. Cl.
CPC ...
E21B 44/00 (2006.01); E21B 7/04 (2006.01); E21B 21/08 (2006.01); E21B 47/002 (2012.01); E21B 49/00 (2006.01); G01V 1/40 (2006.01); G01V 3/20 (2006.01); G05B 13/02 (2006.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
E21B 44/00 (2013.01); E21B 7/04 (2013.01); E21B 21/08 (2013.01); E21B 47/0025 (2020.05); E21B 49/003 (2013.01); G01V 1/40 (2013.01); G01V 3/20 (2013.01); G05B 13/027 (2013.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); E21B 2200/20 (2020.05); E21B 2200/22 (2020.05); G01V 2210/1429 (2013.01); G01V 2210/324 (2013.01);
Abstract

A method may include obtaining well log data regarding a geological region of interest. The well log data may correspond to logging-while-drilling (LWD) measurements or measurement-while-drilling (MWD) measurements acquired from various wellbores. The method may further include generating image data regarding the geological region of interest using the well log data and a recurrent neural network. The method may further include determining a drilling parameter for a wellbore among the wellbores in real-time using the image data. The drilling parameter may be determined while the well log data is being acquired in the wellbore. The method may further include transmitting, based on the drilling parameter, a command to a drilling system coupled to the wellbore.

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