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. 07, 2023

Filed:

Sep. 20, 2019
Applicant:

Tetra Laval Holdings & Finance S.a., Pully, CH;

Inventors:

Davide Borghi, Modena, IT;

Luca Capelli, Novellara Reggio Emilia, IT;

Jacopo Cavalaglio Camargo Molano, Solomeo di Corciano, IT;

Marco Cocconcelli, Reggio Emilia, IT;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/30 (2006.01); B65G 43/02 (2006.01); B65B 57/04 (2006.01); B65G 54/02 (2006.01); G01M 99/00 (2011.01);
U.S. Cl.
CPC ...
B65G 43/02 (2013.01); B65B 57/04 (2013.01); B65G 54/02 (2013.01); G01M 99/005 (2013.01); B65G 2203/0283 (2013.01);
Abstract

A method and system of fault prediction in a packaging machine is disclosed. The method comprises registering data values associated with the motion of independently movable objects along a track in the packaging machine; determining a distribution of the data values; calculating a measure of central tendency of the data values in the distribution; calculating a quantified measure of a shape of the distribution; associating the measure of central tendency with said quantified measure of the shape as a coupled set of condition parameters; determining a degree of dispersion of a plurality of coupled sets of condition parameters associated with a plurality of motion cycles of the independently movable objects; and comparing the degree of dispersion with a dispersion threshold value, or determining a trend of the degree of dispersion over time, for said fault prediction.


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