Method and Apparatus for Device-Specific Determination of an Internal-Resistance Based State of Health of a Battery

Patent №

US 11,675,017

Granted

2023-06-13

Filed 2021

Owner

ROBERT BOSCH GMBH

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17472420

A method for determining an internal-resistance based state-of-health of a battery in a device includes determining the internal-resistance based state-of-health of the battery using a hybrid state-of-health model including a physical ageing model and a correction model by (i) determining, based on an electrochemical battery model, a physical state-of-health according to one or more operating parameters of the battery using the physical ageing model, (ii) mapping operating features derived from the one or more operating parameters onto a correction parameter using the correction model that includes a data-based configuration, and (iii) applying the correction parameter to the physical state of health to determine the internal-resistance based state-of-health. The method further includes determining a modeled battery voltage, and determining a characteristic of the modeled battery voltage using an adaptation model.

Machine learningPlanningAI hardwareG01R 31/389B60L 58/16G01R 31/367G01R 31/392H02J 7/84B60L 2200/10B60L 2200/12B60L 2240/545+3 more

AI classification

Machine learning1.00
Planning0.92
AI hardware0.83
Evolutionary computation0.00
Knowledge representation0.00
Vision0.00
Natural language0.00
Speech0.00

Ownership

ROBERT BOSCH GMBH

assignment · 589110110

Assignors

KROENER, CHRISTOPH, SIMONIS, CHRISTIAN, HUELSING, TOBIAS

On an employer assignment, the assignors are typically the inventors.

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