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.
Patent No.:
Date of Patent:
Aug. 09, 2022
Filed:
Feb. 13, 2020
Applicant:
Baker Hughes Oilfield Operations Llc, Houston, TX (US);
Inventors:
Gulshan Singh, Hannover, DE;
Thorsten Krueger, Niehagen, DE;
Leandro J. Barbosa Lima, Rio de Janeiro, BR;
Assignee:
Baker Hughes Oilfield Operations LLC, Houston, TX (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/07 (2006.01); G06N 20/00 (2019.01); G05B 15/02 (2006.01);
U.S. Cl.
CPC ...
G06F 11/079 (2013.01); G05B 15/02 (2013.01); G06F 11/076 (2013.01); G06F 11/0736 (2013.01); G06N 20/00 (2019.01);
Abstract
A method or system for predicting failures in an earth-boring tool. Communication between one or more nodes in the earth-boring tool may be monitored. Metadata from the communication may be stored in a storage device. The metadata may be compared to historical communication metadata. The metadata may be fed into models built from historic metadata. Predictions from the models may be aggregated in to a recommendation. A failure prediction for each of the one or more nodes may be generated from the comparison.