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. 13, 2024

Filed:

May. 27, 2022
Applicant:

Aramco Services Company, Houston, TX (US);

Inventors:

Lei Fu, Houston, TX (US);

Weichang Li, Katy, TX (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/044 (2023.01); G01H 9/00 (2006.01); G01V 1/22 (2006.01); G01V 1/30 (2006.01); G01V 1/28 (2006.01);
U.S. Cl.
CPC ...
G01H 9/004 (2013.01); G01V 1/226 (2013.01); G01V 1/288 (2013.01); G01V 1/307 (2013.01); G06N 3/044 (2023.01);
Abstract

A method for mapping fiber optic distributed acoustic sensing (DAS) measurements to particle motion involves obtaining, from a fiber optic DAS system in a wellbore, a first set of DAS data associated with a first seismic wave; obtaining, from a discrete seismic receiver in the wellbore, measured particle motion data associated with the first seismic wave; generating training data from the first set of DAS data and the measured particle motion data; training a machine learning model using the training data; obtaining a second set of DAS data associated with a second seismic wave; and determining a predicted particle motion in response to the second seismic wave using the machine learning model applied to the second set of DAS data.


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