Application of an improved k‐means clustering algorithm in power user grouping

The illegal act of stealing electricity has brought serious security risks to the operation of power transmission system. The electricity consumption law of power users has obvious characteristics, which can be classified by clustering method. However, the traditional k‐means clustering method has t...

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Bibliographic Details

Published in:	International journal of numerical modelling Vol. 35; no. 4
Main Authors:	Gang, Wu, Dongdong, Zhang, Shengrong, Fan
Format:	Journal Article
Language:	English
Published:	Chichester, UK John Wiley & Sons, Inc 01.07.2022 Wiley Subscription Services, Inc
Subjects:	Algorithms Clustering Correlation coefficients Dk‐means clustering Electrical loads Electricity consumption Electricity distribution Euclidean geometry Evaluation k‐means clustering Power consumption power load curve power user grouping Residential areas
ISSN:	0894-3370, 1099-1204
Online Access:	Get full text
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