K-means clustering of electricity consumers using time-domain features from smart meter data

K-means clustering of electricity consumers using time-domain features from smart meter data

Abstract Smart meter stores electricity consumption data of every consumer in the smart grid system. A better understanding of consumption behaviors and an effective consumer classification based on the similarity of these behaviors can be helpful for flexible demand management and effective energy...

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Bibliographic Details
Main Authors: George Emeka Okereke, Mohamed Chaker Bali, Chisom Nneoma Okwueze, Emmanuel Chukwudi Ukekwe, Stephenson Chukwukanedu Echezona, Celestine Ikechukwu Ugwu
Format: Article
Language:English
Published: SpringerOpen 2023-01-01
Series:Journal of Electrical Systems and Information Technology
Subjects:
Clustering
Feature extraction
K-means
Smart grid
Smart meter
Online Access:https://doi.org/10.1186/s43067-023-00068-3

Internet

https://doi.org/10.1186/s43067-023-00068-3

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