MUMBAI, India, June 30 -- Intellectual Property India has published a patent application (202617058442 A) filed by Lg Energy Solution, Ltd. on May 07, 2026, for Electronic Device, Recording Medium, And Method For Clustering Data Related To Battery Charging Pattern Thereof.
Inventors include Kim, Kangsan; Kim, Jangkyum; and Ryu, Seunghyoung.
The application for the patent was published on June 26, 2026, under issue no. 26/2026.
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.
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