NEURAL NETWORK STATE-OF-CHARGE ESTIMATION

Patent №

US 12,372,583

Granted

2025-07-29

Filed 2021

Owner

McMaster University

Lab

AI components

0

Assignment

None on record

Dataset

AIPD

Application

17497537

An approach to control or monitoring of battery operation makes use of a recurrent neural network (RNN), which receives one or more battery attributes for a Lithium ion (Li-ion) battery, and determines, based on the received one or more battery attributes, a state-of-charge (SOC) estimate for the Li-ion battery.

G01R 31/382G01R 31/367G06N 3/09G06N 3/045G06N 3/044G06N 3/0442H02J 7/82H02J 7/84+7 more

Ownership

McMaster University

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