logo

For the Inventor, By the Inventor

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 11705590 B1

PDFFull Text
Date of Patent:
Jul. 18, 2023

Filed:

Aug. 15, 2022

Systems and methods for predicting remaining useful life in batteries and assets

Applicant:

Eatron Technologies Limited, Warwick, GB;

Inventors:

Gokhan Budan, Kidlington, GB;

Anil Ozturk, Istanbul, TR;

Alex Darlington, Leamington Spa, GB;

Can Kurtulus, Istanbul, TR;

Assignee:

Eatron Technologies Ltd., Warwick, GB;

Attorneys:

Dickinson Wright PLLC

Jonathan H. Harder

Primary Examiner:

Tung S Lau

Int. Cl.
CPC ...
H01M 10/48 (2006.01); B60L 58/16 (2019.01); G01R 31/367 (2019.01); G01R 31/396 (2019.01); G01R 31/392 (2019.01); G07C 5/04 (2006.01); G01R 31/3842 (2019.01);
U.S. Cl.
CPC ...
H01M 10/482 (2013.01); B60L 58/16 (2019.02); G01R 31/367 (2019.01); G01R 31/3842 (2019.01); G01R 31/392 (2019.01); G01R 31/396 (2019.01); G07C 5/04 (2013.01); H01M 10/486 (2013.01); B60L 2240/545 (2013.01); B60L 2240/547 (2013.01); B60L 2240/549 (2013.01); H01M 2220/20 (2013.01);
Abstract

In one aspect, computer-implemented method may include receiving, from a cloud-based computing system, one or more machine learning model parameters that are configured to enable predicting a remaining useful life of each cell of a battery pack of a vehicle. The method may include loading, into memory of a processing device at the vehicle, the one or more machine learning model parameters, receiving data comprising one or more measurements and one or more user battery usage profiles, and based on the data, executing a trained machine learning model with the one or more parameters to input the data and to output the remaining useful life of each cell of the battery pack.

Find Patent Forward Citations

Budan, Gokhan. (2023). Systems and methods for predicting remaining useful life in batteries and assets (U.S. Patent No. 11705590). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11705590

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

Loading…