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:
Oct. 17, 2023

Filed:

Mar. 29, 2021
Applicant:

Ats Automation Tooling Systems Inc., Cambridge, CA;

Inventors:

Nicholas Willison, Cambridge, CA;

Mehdi Sadeghzadeh, Cambridge, CA;

Masoud Kheradmandi, Cambridge, CA;

Bo Yuan Chang, Cambridge, CA;

Stephen Bacso, Cambridge, CA;

Yang Wang, Cambridge, CA;

Nick Foisy, Cambridge, CA;

Stanley Kleinikkink, Cambridge, CA;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06N 20/00 (2019.01); G05B 19/418 (2006.01); G01M 99/00 (2011.01); G05B 23/02 (2006.01); G06N 5/01 (2023.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G01M 99/005 (2013.01); G05B 19/4183 (2013.01); G05B 19/41805 (2013.01); G05B 19/41865 (2013.01); G05B 19/41885 (2013.01); G05B 23/0267 (2013.01); G06N 5/01 (2023.01); G06N 20/00 (2019.01); G05B 2219/32194 (2013.01);
Abstract

Various systems and methods for modeling a manufacturing assembly line are disclosed herein. Some embodiments relate to operating a processor to receive cell data, extract feature data from the cell data, determine a plurality of faults, determine a priority level for each fault by applying the extracted feature data to a predictive model, determine at least one high priority fault, and generate at least one operator alert based on the at least one high priority fault.


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