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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	International journal of numerical modelling Jg. 35; H. 4
Hauptverfasser:	Gang, Wu, Dongdong, Zhang, Shengrong, Fan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Chichester, UK John Wiley & Sons, Inc 01.07.2022 Wiley Subscription Services, Inc
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!