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:
Nov. 19, 2024

Filed:

Mar. 29, 2021
Applicant:

Hitachi Rail S.p.a., Naples, IT;

Inventors:

Francesco Maiorano, Naples, IT;

Alessandro Di Mari, Naples, IT;

Gualtiero Gailli, Naples, IT;

Assignee:

HITACHI RAIL S.P.A., Naples, IT;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 33/207 (2019.01); B23K 31/12 (2006.01); G06N 5/01 (2023.01); G06N 5/04 (2023.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G01N 33/207 (2019.01); G06N 5/01 (2023.01); G06N 5/04 (2013.01); G06N 20/20 (2019.01);
Abstract

A method and system for monitoring and identifying the quality of a welding performed by a welding machinery on a metallic component, which includes establishing a plurality of classes that describe possible weld defects on the metallic component; identifying a plurality of features that are relative to the functioning of the welding machinery; acquiring the values assumed by the plurality of features during the execution of a current welding on a metallic component; and processing the values assumed by the plurality of features during the execution of the current welding to establish the probabilities of the future outcome of the welding of belonging to each of the classes of the plurality of classes.


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