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. 22, 2022

Filed:

Jul. 27, 2021
Applicant:

General Electric Company, Schenectady, NY (US);

Inventors:

V S S Srivatsa Ponnada, Bengaluru, IN;

Venkata Dharma Surya Narayana Sastry Rachakonda, Bengaluru, IN;

Megha Navalgund, Bengaluru, IN;

Pär Christoffer Arumskog, Molnlycke, SE;

Mattias Fager, Molnlycke, SE;

Assignee:

General Electric Company, Schenectady, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 23/02 (2006.01); G05B 19/4099 (2006.01);
U.S. Cl.
CPC ...
G05B 23/0208 (2013.01); G05B 19/4099 (2013.01); G05B 2219/49007 (2013.01); G05B 2223/06 (2018.08);
Abstract

A system for diagnosing an additive manufacturing device is provided. The system includes a first module configured to: obtain one or more parameters for a digital twin of a component of the additive manufacturing device based on raw data from the component of the additive manufacturing device; and generate physics features for the digital twin of the component of the additive manufacturing device based on the one or more parameters and one or more transfer functions, a second module configured to obtain one or more classifiers for classifying the component as a first condition or a second condition based on physics features; and a third module configured to: determine a health of the component based on the generated physics features of the first model and the one or more classifiers.


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