/Patent Tracker
SamsungGranted patentBatteries & energyInterest 6/10

Samsung patents AI system that updates battery safety models when faults appear

Samsung has been granted a patent for a method that detects unusual behavior in a battery and updates its safety software. The system finds specific data points that show a fault, adjusts its reference data to include these errors, and retrains an AI model to better manage the battery's operations.

Why it mattersThis approach helps devices recognize and adapt to battery problems in real-time, potentially improving safety and performance management for users.

In the filing’s own words

A method, for intelligent management of a battery is provided. The method includes detecting at least one anomaly associated with the battery. The at least one anomaly impacts one or more operations of the battery. The method includes identifying at least one portion of data from reference charging data to include the at least one anomaly for managing the one or more operations of the battery. The method further includes modifying at least one portion of data from the reference charging data based on a pre-determined logic to include the at least one anomaly. The method also includes retraining an Artificial Intelligence (AI) model based on the reference charging data upon modification for managing the one or more operations of the battery.

What exactly they claim (claim 1)

1. A method for intelligent management of a battery, the method comprising: detecting at least one anomaly associated with the battery, the at least one anomaly impacting one or more operations of the battery; identifying at least one portion of data associated with the detected at least one anomaly from reference charging data, wherein the reference charging data comprises one or more parameters indicative of at least one nominally operating battery and at least one faulty battery; modifying at least one portion of data from the reference charging data to include the at least one anomaly; and retraining an artificial intelligence (AI) model based on the reference charging data upon modification for managing the one or more operations of the battery.

Facts

Company
Samsung (Samsung Electronics Co., Ltd.)
Official title
Systems and methods for intelligent management of a battery
Patent number
US12742821B2
Application number
18296618
Filed
Apr 6, 2023
Granted
Sep 22, 2026
Inventors
6
Claims
18

Classified under

G01R 31/367 Physics & computingG01R 31/382 Physics & computingH01M 10/425 Electricity & electronicsH01M 10/48 Electricity & electronicsH01M 2010/4271 Electricity & electronicsH01M 2010/4278 Electricity & electronics
Read the full filing (official PDF) ↗ Open in the Patent Tracker

More from Samsung in Batteries & energy

Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.