Clustering of Load Profiles of Residential Customers Using Extreme Points and Demographic Characteristics

In this paper, a systematic method is proposed to cluster the energy consumption patterns of residential customers by utilizing extreme points and demographic characteristics. The extreme points of the energy consumption pattern enable effective clustering of residential customers. Additionally, dem...

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Veröffentlicht in:	Electronics (Basel) 2021-02, Vol.10 (3), p.290
Hauptverfasser:	Jeong, Hyun Cheol, Jang, Minseok, Kim, Taegon, Joo, Sung-Kwan
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Climate change Clustering Customers Demand side management Demographics Electric rates Electricity distribution Energy consumption Energy efficiency Energy management Feature selection Internet of Things Principal components analysis Residential energy
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