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:
Mar. 09, 2021

Filed:

Mar. 27, 2017
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Peter W. Bryant, Rio de Janeiro, BR;

Rodrigo Neumann Barros Ferreira, Rio de Janeiro, BR;

Ronaldo Giro, Rio de Janeiro, BR;

Mathias B. Steiner, Rio de Janeiro, BR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); E21B 43/16 (2006.01); G06N 5/04 (2006.01); E21B 41/00 (2006.01); E21B 49/00 (2006.01); C09K 8/58 (2006.01); C09K 8/584 (2006.01); C09K 8/588 (2006.01); E21B 47/06 (2012.01); E21B 47/10 (2012.01); E21B 49/08 (2006.01); E21B 47/07 (2012.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); C09K 8/58 (2013.01); C09K 8/584 (2013.01); C09K 8/588 (2013.01); E21B 41/0092 (2013.01); E21B 43/16 (2013.01); E21B 49/00 (2013.01); G06N 5/04 (2013.01); C09K 2208/10 (2013.01); E21B 47/06 (2013.01); E21B 47/07 (2020.05); E21B 47/10 (2013.01); E21B 49/08 (2013.01); E21B 49/0875 (2020.05);
Abstract

A machine learning process is performed using one or more sources of information for enhanced oil recovery (EOR) materials to be used for an EOR process on a defined oil reservoir. Performance of the machine learning process produces an output comprising an indication of one or more EOR materials and their corresponding concentrations to be used in the EOR process. The indication of the one or more EOR materials and their corresponding concentrations is output to be used in the EOR process. Methods, apparatus, and computer program products are disclosed.


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