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:
Sep. 02, 2025

Filed:

Mar. 20, 2020
Applicant:

Schlumberger Technology Corporation, Sugar Land, TX (US);

Inventors:

Riadh Boualleg, Stonehouse, GB;

Geoffrey Charles Downton, Stonehouse, GB;

Jean Marie Degrange, Sugar Land, TX (US);

Steven G. Villareal, Houston, TX (US);

Maja Ignova, Stonehouse, GB;

Ling Li, Stonehouse, GB;

Katharine L. Mantle, Stonehouse, GB;

Tao Yu, Beijing, CN;

Jia Yao, Beijing, CN;

Kai Feng Zhao, Beijing, CN;

Paul Bolchover, Beijing, CN;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
E21B 44/00 (2006.01); E21B 7/04 (2006.01); E21B 47/024 (2006.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
E21B 44/00 (2013.01); E21B 7/04 (2013.01); E21B 47/024 (2013.01); G06N 20/20 (2019.01); E21B 2200/20 (2020.05); E21B 2200/22 (2020.05);
Abstract

A method can include acquiring drilling performance data for a downhole tool; modeling drilling performance of the downhole tool to generate results; training a machine learning model using the drilling performance data and the results to generate a trained machine learning model; and predicting behavior of the downhole tool using the trained machine learning model.


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