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. 20, 2022

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:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06N 5/00 (2006.01); G06N 20/00 (2019.01); G05B 19/418 (2006.01); G01M 99/00 (2011.01); G05B 23/02 (2006.01);
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 5/003 (2013.01); G06N 20/00 (2019.01);
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 and line production data, determine one or more production associations between the cell data and the line production data; evaluate the one or more production associations to identify one or more critical production associations; retrieve the cell data and the line production data associated with the one or more critical production associations; and train a predictive model with the retrieved cell data and the retrieved line production data to predict the production level of the manufacturing assembly line.


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