ADAPTIVE FILTER ALGORITHM FOR ESTIMATING BATTERY STATE-OF-AGE

Patent №

US 7,714,736

Granted

2010-05-11

Filed 2007

Owner

GM GLOBAL TECHNOLOGY OPERATIONS, INC.

Lab

AI components

1

hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11927785

A system for and method of estimating the state-of-age of a secondary cell utilizing an adaptive group filter algorithm, includes battery current, voltage, and temperature sensors, a communication device, and a controller communicatively coupled to the sensors and device, configured to filter data by analyzing only sample data points from instantaneous charge or discharge events, selecting only a sample of n instantaneous points for further regression, including n/2 charge event points and n/2 discharge event points, and separately averaging the charge and discharge event points, and further configured to determine the state-of-age by determining a resistance slope based on the rate of current and voltage change between the averages of the points, and matching the slope to a calibrated scalar or relational database.

AI classification

AI hardware0.95
Planning0.23
Evolutionary computation0.08
Machine learning0.03
Vision0.01
Knowledge representation0.00
Speech0.00
Natural language0.00

Ownership

GM GLOBAL TECHNOLOGY OPERATIONS, INC.

assignment · 200330078

Assignors

GIELNIAK, MICHAEL J.

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

From the same owner

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