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:
Aug. 23, 2022

Filed:

Oct. 06, 2020
Applicants:

Samsung Sdi Co., Ltd., Yongin-si, KR;

Postech Research and Business Development Foundation, Pohang-si, KR;

Inventors:

Jang-Woo Lee, Yongin-si, KR;

Jungsoo Kim, Pohang-si, KR;

Huiyong Chun, Pohang-si, KR;

Soohee Han, Pohang-si, KR;

Tae-Kyung Lee, Yongin-si, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01R 31/367 (2019.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G01R 31/392 (2019.01);
U.S. Cl.
CPC ...
G01R 31/367 (2019.01); G01R 31/392 (2019.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01);
Abstract

A method of estimating a state of health of a battery, the method being performed by a computing apparatus, the method including: preparing a trained artificial neural network; generating input data by measuring at least one parameter of a battery; acquiring a plurality of output values each corresponding to a plurality of classes by inputting the input data into the trained artificial neural network; and generating a state of health estimation value of the battery using a plurality of preset health state sections each corresponding to the plurality of classes and the plurality of output values each corresponding to the plurality of classes.


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