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. 07, 2022

Filed:

Mar. 14, 2018
Applicant:

Saudi Arabian Oil Company, Dhahran, SA;

Inventors:

Weichang Li, Katy, TX (US);

Sebastian Csutak, Houston, TX (US);

David Jacobi, Houston, TX (US);

Tiffany Dawn McAlpin, Richmond, TX (US);

Max Deffenbaugh, Richmond, TX (US);

Shannon Lee Eichmann, Houston, TX (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
E21B 49/00 (2006.01); G06N 20/00 (2019.01); G16C 20/30 (2019.01); G06N 20/20 (2019.01); G01N 21/3563 (2014.01); G01N 33/24 (2006.01); G06N 5/04 (2006.01); G16C 20/70 (2019.01); G01N 21/35 (2014.01);
U.S. Cl.
CPC ...
E21B 49/003 (2013.01); G01N 21/3563 (2013.01); G01N 33/241 (2013.01); G06N 5/046 (2013.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01); G16C 20/30 (2019.02); G01N 33/24 (2013.01); G01N 2021/3595 (2013.01); G16C 20/70 (2019.02);
Abstract

Systems, apparatuses, and computer-implemented methods are provided for the sensing and prediction of properties of source rock. Disclosed here is a method of predicting the maturity of a source rock that includes obtaining a plurality of data of a sample source rock from a plurality of data acquisition devices placed in vicinity of the sample source rock and analyzing the received data using a predictive correlation to determine maturity of the sample source rock. The predictive correlation is generated by applying a machine learning model to correlate the plurality of data acquired from a plurality of representative source rocks with a plurality of properties of the plurality of representative source rocks.


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