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:
May. 19, 2020

Filed:

Apr. 01, 2015
Applicant:

Landmark Graphics Corporation, Houston, TX (US);

Inventors:

Serkan Dursun, Missouri City, TX (US);

Nhon Ai T. Tran, Baton Rouge, LA (US);

Giulia Toti, Houston, TX (US);

Assignee:

Landmark Graphics Corporation, Houston, TX (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); E21B 44/00 (2006.01); G06F 9/455 (2018.01); G06N 3/04 (2006.01); E21B 41/00 (2006.01); E21B 44/04 (2006.01); E21B 47/00 (2012.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); E21B 41/0092 (2013.01); E21B 44/00 (2013.01); E21B 44/04 (2013.01); E21B 47/00 (2013.01); G06F 9/455 (2013.01); G06N 3/0427 (2013.01); G06N 3/0454 (2013.01);
Abstract

An example method includes receiving raw data sets containing drilling parameter and operating condition values generated during subterranean drilling operations. The raw data sets may be separated into training data sets based, at least in part, on the types of the subterranean drilling operations. At least one predictive model may be generated based, at least in part, on at least one training data set. The at least one predictive model may determine a rate of penetration (ROP) for a drilling operation of the same type to which the at least one training data set corresponds.


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