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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 12332396 B1

PDFFull Text
Date of Patent:
Jun. 17, 2025

Filed:

Jul. 22, 2022

Machine learning guided subsurface formation microseismic imaging

Applicant:

Halliburton Energy Services, Inc., Houston, TX (US);

Inventor:

Benjamin Simon Schaeffer, Denver, CO (US);

Assignee:

Halliburton Energy Services, Inc., Houston, TX (US);

Attorney:

DeLizio, Peacock, Lewin & Guerra LLP

Primary Examiner:

Lisa M Caputo

Assistant Examiner:

Christian T Bryant

Int. Cl.
CPC ...
G01V 1/22 (2006.01); G01V 1/28 (2006.01); G01V 1/42 (2006.01); G01V 1/50 (2006.01); G06N 3/084 (2023.01); G06N 20/00 (2019.01); G06T 5/60 (2024.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
G01V 1/226 (2013.01); G01V 1/288 (2013.01); G01V 1/42 (2013.01); G01V 1/50 (2013.01); G06N 3/084 (2013.01); G01V 2210/1234 (2013.01); G01V 2210/1299 (2013.01); G01V 2210/41 (2013.01); G01V 2210/646 (2013.01); G06N 20/00 (2019.01); G06T 5/60 (2024.01); G06T 7/00 (2013.01); G06T 2207/20081 (2013.01);
Abstract

Some implementations relate to a computer-implemented method for creating digital acoustic sensing (DAS) related training data for a learning machine. The method may include moving a first optimal microseismic event location to a first perturbed microseismic event location in each of a plurality of first images. The method also may include modifying first shear waves and first compressional waves in each of the first images based on one or more signal travel times between the first perturbed microseismic event location and a fiber optic cable to form a plurality of training images configured to train a learning machine.

Find Patent Forward Citations

Schaeffer, Benjamin. (2025). Machine learning guided subsurface formation microseismic imaging (U.S. Patent No. 12332396). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12332396

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

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