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:
Mar. 07, 2023
Filed:
Feb. 21, 2019
Applicant:
Dodge Industrial, Inc., Oxford, CT (US);
Inventors:
Stefan Rakuff, Windsor, CT (US);
Jinmiao Huang, Chongqing, CN;
Assignee:
Dodge Industrial, Inc., Oxford, CT (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 23/02 (2006.01); G06N 3/084 (2023.01); G06N 3/04 (2023.01); G06F 17/14 (2006.01); G06F 30/23 (2020.01);
U.S. Cl.
CPC ...
G05B 23/0254 (2013.01); G06F 17/142 (2013.01); G06F 30/23 (2020.01); G06N 3/04 (2013.01); G06N 3/084 (2013.01);
Abstract
A system for data driven diagnostics of a machine including a machine learning model instantiated in a computer, the machine learning model being configured to: receive operational data of the machine; and process the operational data to determine machine diagnostics information. The machine learning model is trained using simulated defect information received from a simulation environment.