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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.:

US 12416682 B1

PDFFull Text
Date of Patent:
Sep. 16, 2025

Filed:

Sep. 23, 2024

Systems and methods for machine learning enabled fault detection in rechargeable batteries

Applicant:

Eatron Technologies Limited, Warwick, GB;

Inventors:

Can Kurtulus, Istanbul, TR;

Muharrem Ugur Yavas, Istanbul, TR;

Resul Dagdanov, Ankara, TR;

Assignee:

Eatron Technologies Limited, Warwick, GB;

Attorneys:

Dickinson Wright PLLC

Jonathan H. Harder

Primary Examiner:

Judy Nguyen

Assistant Examiner:

James Split

Int. Cl.
CPC ...
G01R 31/392 (2019.01); G01R 31/396 (2019.01);
U.S. Cl.
CPC ...
G01R 31/392 (2019.01); G01R 31/396 (2019.01);
Abstract

In one aspect, computer-implemented method may include receiving, from one or more sensors associated with a battery pack, one or more measurements pertaining to voltage, temperature, or both. The method may include determining, based on the one or more measurements, a voltage score and a temperature score, and predicting, based on the voltage score and the temperature score, whether the battery pack is experiencing a fault condition. The prediction is performed by an artificial intelligence engine. Responsive to predicting the battery pack is experiencing the fault condition, the method may include performing one or more preventative actions.

Find Patent Forward Citations

Kurtulus, Can. (2025). Systems and methods for machine learning enabled fault detection in rechargeable batteries (U.S. Patent No. 12416682). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12416682

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

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