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:
Apr. 27, 2021

Filed:

Jul. 28, 2017
Applicant:

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

Inventors:

Paul Borrel, Cortlandt Manor, NY (US);

Paulo R. Cavalin, Rio de Janeiro, BR;

Matthias Kormaksson, Rio de Janeiro, BR;

Carmen N. Mena Paz, Rio de Janeiro, BR;

Michael Raghib, Balwyn North, AU;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G01V 1/50 (2006.01); G01V 99/00 (2009.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G01V 1/50 (2013.01); G01V 99/005 (2013.01); G06N 20/00 (2019.01); G01V 2210/66 (2013.01);
Abstract

A system, method and program product for stratigraphic layer identification using a stratigraphic knowledge base for machine learning. Reservoir data includes seismic data and well log data for a reservoir area. The well log data is processed to identify well stratigraphic layer features and the seismic data is processed to identify seismic stratigraphic layer features. A feature matching algorithm based on a stratigraphic knowledge base is selected to match the well stratigraphic layer features to the seismic stratigraphic layer features. The matched features are used to define a stratigraphic layer interpretation for the reservoir area and the interpretation is presented to a user.


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