Elektronische Vorrichtung, Aufzeichnungsmedium und Verfahren zum Gruppieren von Daten im Zusammenhang mit einem Batterielademuster davon

Details

Veröffentlichungs-Nr.

EP4769184

Anmeldetag

5. Dezember 2024

Veröffentlichung

27. November 2025

Rechtsraum

EP

Abstract

Provided is an electronic device for clustering data related to a battery charging pattern. The electronic device may be configured to: acquire a plurality of pieces of battery charging data for a plurality of vehicles; generate a plurality of features related to a battery charging pattern on the basis of the plurality of pieces of battery charging data; classify the plurality of features into a preset number of data sets by sampling the plurality of features; determine the number of clusters corresponding to each of the preset number of data sets on the basis of a clustering algorithm and an index for evaluating a clustering result; set a reference number of clusters corresponding to the plurality of features on the basis of the optimal number of clusters of each of the preset number of data sets; and cluster the plurality of features into clusters of the reference number of clusters.

Anmelder

Firma

LG Energy Solution, Ltd.

Land

🇰🇷 Südkorea