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. 05, 2023

Filed:

Feb. 17, 2020
Applicant:

Siemens Aktiengesellschaft, Munich, DE;

Inventors:

Tobias Becker, Fürth, DE;

Jonas Deichmann, Cologne, DE;

Eugen Graz, Erlangen, DE;

Henning Ochsenfeld, Nuremberg, DE;

Thorsten Reimann, Erlangen, DE;

Jürgen Zettner, Veitsbronn, DE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01H 1/00 (2006.01); G01M 13/028 (2019.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G01H 1/003 (2013.01); G01M 13/028 (2013.01); G06N 3/045 (2023.01);
Abstract

The present disclosure relates to a computer-implemented method of, a data processing system for, and a computer program product for indicating machine failures as well as to a corresponding machine and a computer-implemented method of training a neural network for indicating machine failures. At least one input signal based on at least one physical quantity of at least one machine part is transformed into at least one feature. A neural network predicts a class and/or a severity of at least one machine failure based on the at least one feature.


Find Patent Forward Citations

Becker, Tobias. (2023). Automated health state classifier for rotating machines based on expert knowledge (U.S. Patent No. 11747191). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11747191

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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