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:
Jun. 06, 2023

Filed:

Feb. 24, 2021
Applicant:

Saudi Arabian Oil Company, Dhahran, SA;

Inventor:
Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
E21B 44/00 (2006.01); G06N 20/00 (2019.01); G06F 17/18 (2006.01); G06F 17/15 (2006.01); G01V 99/00 (2009.01);
U.S. Cl.
CPC ...
E21B 44/00 (2013.01); G01V 99/005 (2013.01); G06F 17/15 (2013.01); G06F 17/18 (2013.01); G06N 20/00 (2019.01); E21B 2200/20 (2020.05); E21B 2200/22 (2020.05);
Abstract

Some implementations of the present disclosure provide a computer-implemented method that includes: accessing measurement data obtained from a drilling operation, wherein the measurement data show multiple measurements during the drilling operation when a drilling bit is located at a range of depths; based on the measurement data, using machine learning analytics to construct a model that predicts a formation top when the drilling bit reaches a depth; determining a correlation between the measurement data and the predicted formation top; and in response to determining the correlation exceeds a pre-determined threshold, applying the model to predict a formation top when the drilling bit reaches the depth.


Find Patent Forward Citations

Al-AbdulJabbar, Ahmad. (2023). Predicting formation tops at the bit using machine learning (U.S. Patent No. 11668177). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11668177

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

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