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...

Descrición completa

Detalles Bibliográficos
Main Authors: George Emeka Okereke, Mohamed Chaker Bali, Chisom Nneoma Okwueze, Emmanuel Chukwudi Ukekwe, Stephenson Chukwukanedu Echezona, Celestine Ikechukwu Ugwu
Formato: Artigo
Idioma:English
Publicado: SpringerOpen 2023-01-01
Series:Journal of Electrical Systems and Information Technology
Subjects:
Clustering
Feature extraction
K-means
Smart grid
Smart meter
Acceso en liña:https://doi.org/10.1186/s43067-023-00068-3

Internet

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

Títulos similares