Systems and Methods for Determining Vehicle Battery Health

Patent №

US 11,619,676

Granted

2023-04-04

Filed 2021

Owner

COX AUTOMOTIVE, INC.

Lab

AI components

4

ml · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17163041

The present disclosure relates to systems and methods for determining vehicle battery health. In some embodiments, an example method may include receiving, from a first vehicle, a first value for a first data type and a second value for a second data type, the first data type and the second data type relating to a battery of the first vehicle. The example method may also include determining, for the first data type and the second data type, a minimum possible value, a maximum possible value, and an offset indicator, wherein the offset indicator provides an indication of a significance of the first value and the second values relative to the minimum possible value and maximum possible value for the first data type and the second data type respectively. The example method may also include determining a weight for the first data type and a weight for the second data type. The example method may also include determining, based on the weight for the first data type and the weight for the second data type, a weighted value for the first value and a weighted value for the second value. The example method may also include determining a summed weighted value by summing the weighted value for the first value and the weighted value for the second value. The example method may also include determining, using the scaling the summed weighted value, a vehicle battery health score for the battery of the first vehicle.

Machine learningKnowledge representationEvolutionary computationAI hardwareG01R 31/392B60L 3/12B60L 58/16G01R 31/367H01M 10/425H01M 10/48H01M 50/572H01M 2220/20+2 more

AI classification

Evolutionary computation1.00
AI hardware0.92
Knowledge representation0.87
Machine learning0.63
Planning0.11
Speech0.00
Natural language0.00
Vision0.00

Ownership

COX AUTOMOTIVE, INC.

assignment · 560790414

Assignors

MALLOY, LEA, HUMBLE, MARK WILLIAM

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

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