Anomaly electricity detection method based on entropy weight method and isolated forest algorithm

This study aims at investigating the applicability of abnormal electricity consumption data detection method, which is based on the entropy weight method and the isolated forest tree algorithm. The inaccessibility and imbalance of abnormal electricity consumption samples in actual data sets are cons...

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Veröffentlicht in:	Frontiers in energy research Jg. 10
Hauptverfasser:	Jianyuan, Wang, Chengcheng, Gu, Kechen, Liu
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Frontiers Media S.A 31.08.2022
Schlagworte:	abnormal power consumption detection entropy weight method isolation forest algorithm kmeans clustering algorithm principal component dimension 11
ISSN:	2296-598X, 2296-598X
Online-Zugang:	Volltext
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