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.
Patent No.:
Date of Patent:
Feb. 23, 2021
Filed:
Dec. 04, 2018
Applicant:
General Electric Company, Schenectady, NY (US);
Inventors:
Pradeep Salapakkam, Mason, OH (US);
Eric John Ruggiero, Cincinnati, OH (US);
James Tallman, Niskayuna, NY (US);
Assignee:
General Electric Company, Schenectady, NY (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 13/02 (2006.01); G05B 19/418 (2006.01); G06F 30/15 (2020.01); G06F 30/20 (2020.01); G06F 30/27 (2020.01); B64F 5/10 (2017.01); G06F 111/10 (2020.01);
U.S. Cl.
CPC ...
G05B 19/41865 (2013.01); G05B 13/0265 (2013.01); G06F 30/15 (2020.01); G06F 30/20 (2020.01); G06F 30/27 (2020.01); B64F 5/10 (2017.01); G05B 2219/32015 (2013.01); G05B 2219/42058 (2013.01); G06F 2111/10 (2020.01); Y02P 90/02 (2015.11);
Abstract
There are provided methods and systems for optimizing a manufacturing process. For example, there is provided a method for generating a model for driving a decision of a manufacturing process. The method includes simultaneously receiving data from a plurality of sources and executing a machine learning-based procedure on the data. The method further includes updating a physics-based model corresponding to the model in real time based on a result of the machine learning-based procedure.