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:
Jul. 15, 2025

Filed:

Oct. 03, 2022
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventors:

Christoph Woll, Gerlingen, DE;

Christian Simonis, Leonberg, DE;

Csaba Domokos, Simmozheim, DE;

Assignee:

Robert Bosch GmbH, Stuttgart, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H01M 10/48 (2006.01); G01R 31/367 (2019.01); G01R 31/392 (2019.01); G06N 3/088 (2023.01); G07C 5/08 (2006.01); H01M 10/42 (2006.01); G07C 5/00 (2006.01);
U.S. Cl.
CPC ...
H01M 10/48 (2013.01); G01R 31/367 (2019.01); G01R 31/392 (2019.01); G06N 3/088 (2013.01); G07C 5/0808 (2013.01); H01M 10/4285 (2013.01); G07C 5/008 (2013.01); H01M 2220/20 (2013.01);
Abstract

A computer-implemented method for determining an error of a behavior of an electrical energy store in a technical device includes sensing an operating variable profile of at least one operating variable of the electrical energy store, determining at least one operating feature from the operating variable profile of the at least one operating variable of the electrical energy store, and evaluating a variational autoencoder with a supplied input variable vector, which includes an operating feature point from the at least one operating feature, in order to determine a degree of deviation from a distribution in a latent state space or a reconstruction error. The method further includes detecting the error of the behavior depending on (i) the degree of deviation or the reconstruction error, and (ii) a predetermined error threshold.


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