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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Vydáno v:	International journal of numerical modelling Ročník 35; číslo 4
Hlavní autoři:	Gang, Wu, Dongdong, Zhang, Shengrong, Fan
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Chichester, UK John Wiley & Sons, Inc 01.07.2022 Wiley Subscription Services, Inc
Témata:	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
On-line přístup:	Získat plný text
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