Analysis of Building Electricity Use Pattern Using K-Means Clustering Algorithm by Determination of Better Initial Centroids and Number of Clusters

Analysis of Building Electricity Use Pattern Using K-Means Clustering Algorithm by Determination of Better Initial Centroids and Number of Clusters

Energy demands in the building sector account for more than 30% of the total energy use and more than 55% of the global electricity demand. Efforts to develop sustainable buildings are progressing but are still not keeping pace with the growing building sector and the rising demand for energy. Analy...

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Bibliographic Details
Main Authors: Bishnu Nepal, Motoi Yamaha, Hiroya Sahashi, Aya Yokoe
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Energies
Subjects:
clustering
K-means
electricity consumption pattern analysis
energy conservation
Online Access:https://www.mdpi.com/1996-1073/12/12/2451

Internet

https://www.mdpi.com/1996-1073/12/12/2451

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