Patent №
US 11,171,498
Granted
2021-11-09
Filed 2018
Owner
MCMASTER UNIVERSITY
+1 more
Lab
—
AI components
3
ml · nlp · planning
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16194596
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.
Machine learningNatural languagePlanningG01R 31/382G01R 31/367G06N 3/04G06N 3/044G06N 3/0442G06N 3/084G06N 3/09H02J 7/80+7 more
AI classification
Machine learning1.00
Planning0.99
Natural language0.96
AI hardware0.12
Speech0.00
Vision0.00
Evolutionary computation0.00
Knowledge representation0.00
Ownership
MCMASTER UNIVERSITY
assignment · 504990115
THE TRUSTEES OF COLUMBIA UNIVERSITY IN THE CITY OF NEW YORK
assignment · 510460751
Assignors
CHEMALI, EPHRAM
On an employer assignment, the assignors are typically the inventors.
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