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http://repositorio.uisek.edu.ec/handle/123456789/4202
Título : | Clustering analysis of electricity consumption of municipalities in the province of Pichincha-Ecuador using the k-means algorithm |
Autor : | Llanes Cedeño, Edilberto Antonio Núñez Barrionuevo, Oscar F. Martínez Gómez, Javier Guachimboza Dávalos, Jorge I. López Villada, Jesús |
Palabras clave : | POWER CONSUMPTION CLUSTERING K-MEANS |
Fecha de publicación : | 11-nov-2020 |
Editorial : | Springer, Cham |
Resumen : | This work shows an analysis of electricity consumption by parishes in the province of Pichincha to define consumption affinities between them. To do this, categorical variables are encoded to be used AQ1 with the unsupervised machine learning algorithm k-means. As relevant results, four types of consumption are established and they are analyzed in relation to population density while algorithm represents 100% of the variability of the data, and municipalities with different consumption trends are identified. |
URI : | https://repositorio.uisek.edu.ec/handle/123456789/4202 |
ISBN : | 978-3-030-59193-9 978-3-030-59194-6 |
Aparece en las colecciones: | Publicaciones UISEK |
Ficheros en este ítem:
Fichero | Descripción | Tamaño | Formato | |
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978-3-030-59193-9 LLANES EDILBERTO A. 2020-11-11.pdf | 2.01 MB | Adobe PDF | Visualizar/Abrir |
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