SYSTEM FOR PREDICTING LIFETIME OF BATTERY

Patent №

US 9,316,699

Granted

2016-04-19

Filed 2012

Owner

SAMSUNG SDI CO., LTD.

Lab

AI components

3

ml · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13532148

A system for predicting a lifetime of a battery cell, including a learning data input unit, the learning data input unit being configured to receive at least one learning measurement factor and at least one learning factor, a target data input unit, the target data input unit being configured to receive at least one target factor, a machine learning unit, the machine learning unit being coupled to the learning data input unit, the machine learning unit assigning weights to respective ones of the learning factors input to the learning data input unit, and a lifetime prediction unit, the lifetime prediction unit being coupled to the target data input unit and the machine learning unit, the lifetime prediction unit using the weights assigned by the machine learning unit to predict one or more characteristics indicative of the lifetime of the target battery cell.

Machine learningKnowledge representationAI hardwareG01R 31/392H01M 10/48G01R 31/367G06N 5/00Y02E 60/10

AI classification

Machine learning1.00
AI hardware0.99
Knowledge representation0.95
Planning0.34
Vision0.02
Natural language0.01
Evolutionary computation0.00
Speech0.00

Ownership

SAMSUNG SDI CO., LTD.

assignment · 284370432

Assignors

BAEK, HOYUL, SHIN, JEONGSOON, PARK, CHEOL HO, CHAI, HEEKWAN, KO, YOUNGHWA, SUH, SEUNG BUM, CHEONG, KYEONG-BEOM, PARK, NOKAP

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

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