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

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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Bibliographic Details
Main Authors: Hyun Cheol Jeong, Minseok Jang, Taegon Kim, Sung-Kwan Joo
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Electronics
Subjects:
extreme points
demographic characteristics
customer load grouping
Online Access:https://www.mdpi.com/2079-9292/10/3/290

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