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:
Sep. 05, 2023
Filed:
Feb. 17, 2020
Siemens Aktiengesellschaft, Munich, DE;
Tobias Becker, Fürth, DE;
Jonas Deichmann, Cologne, DE;
Eugen Graz, Erlangen, DE;
Henning Ochsenfeld, Nuremberg, DE;
Thorsten Reimann, Erlangen, DE;
Jürgen Zettner, Veitsbronn, DE;
Siemens Aktiengesellschaft, Munich, DE;
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.