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:
Dec. 14, 2021

Filed:

Aug. 21, 2019
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventors:

Maksim Subbotin, San Carlos, CA (US);

Reinhardt Klein, Mountain View, CA (US);

Yongfang Cheng, Mountain View, CA (US);

Nikhil Ravi, Redwood City, CA (US);

Assignee:

ROBERT BOSCH GMBH, Stuttgart, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H02J 7/00 (2006.01); G05B 13/02 (2006.01); H01M 10/42 (2006.01); H01M 10/48 (2006.01); H01M 10/44 (2006.01); H01M 10/0525 (2010.01);
U.S. Cl.
CPC ...
H02J 7/007 (2013.01); G05B 13/0265 (2013.01); H01M 10/0525 (2013.01); H01M 10/425 (2013.01); H01M 10/44 (2013.01); H01M 10/48 (2013.01); H02J 7/0047 (2013.01); H01M 2010/4271 (2013.01);
Abstract

A Li-ion battery management system comprises a Li-ion cell, one or more sensors configured to sense one or more operating conditions of the Li-ion cell, a controller having non-transitory memory for storing machine instructions that are to be executed by the controller and operatively connected to the Li-ion cell, the machine instructions when executed by the controller implement the following functions: receive the one or more operating conditions and a trained machine learning (ML) model, and output an indicator value along a state of charge (SOC) trajectory in response to the one or more operating conditions and the trained ML model to control a fast charge state of the Li-ion cell from a current source.


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