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:

Oct. 11, 2019
Applicant:

Progress Rail Services Corporation, Albertville, AL (US);

Inventors:

Bradley Howard, Ft. Worth, TX (US);

John Brand, Ft. Worth, TX (US);

Assignee:

Progress Rail Services Corporation, Albertville, AL (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); B61L 15/00 (2006.01); G06K 9/62 (2022.01);
U.S. Cl.
CPC ...
B61L 15/0081 (2013.01); B61L 15/0072 (2013.01); G06K 9/6256 (2013.01); G06K 9/6297 (2013.01); G06N 3/08 (2013.01);
Abstract

A system may include a data acquisition hub connected to databases and sensors associated with locomotives, systems, or components of a train and configured to acquire real-time and historical configuration, structural, and operational data in association with inputs derived from real time and historical contextual data relating to a plurality of trains. The system may include a virtual system modeling engine configured to receive results of a non-destructive evaluation of a train component, simulate in-train forces, determine a predicted time of failure for the train component based on an evaluation of stresses that have already been applied to the component and expected future stresses, and implement repair, replacement, or operational protocols for the train component before or at a repair facility that will be reached by the train ahead of a predetermined minimum threshold time period before the predicted time of failure.


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