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:
Sep. 27, 2022

Filed:

May. 08, 2020
Applicant:

National Oilwell Varco, L.p., Houston, TX (US);

Inventors:

Francisco Ocegueda-Hernandez, Houston, TX (US);

Ricardo Vilalta, Katy, TX (US);

Assignee:

National Oilwell Varco, L.P., Houston, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 19/02 (2006.01); G06N 20/20 (2019.01); G01N 3/56 (2006.01); G08B 21/18 (2006.01); G06F 17/18 (2006.01); G06F 17/12 (2006.01);
U.S. Cl.
CPC ...
G01N 19/02 (2013.01); G01N 3/56 (2013.01); G06F 17/12 (2013.01); G06F 17/18 (2013.01); G06N 20/20 (2019.01); G08B 21/182 (2013.01); G08B 21/187 (2013.01);
Abstract

Detecting a breakover event during a friction test includes obtaining a hookload measurement for each of a series of time windows and generating a linear model and a nonlinear model from the plurality of hookload measurements. During run time, from the nonlinear model, an inflection point is identified from the nonlinear model, where the inflection point is determined to have occurred at a particular time window. A hookload value associated with the linear model, and a hookload value associated with the nonlinear model is determined for the particular time window. A breakover event is determined to have occurred at the particular time when the hookload value associated with the linear model at the particular time window exceeds the hookload value associated with the nonlinear model at the particular time window.


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