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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Bibliographic Details

Published in:	Frontiers in energy research Vol. 10
Main Authors:	Jianyuan, Wang, Chengcheng, Gu, Kechen, Liu
Format:	Journal Article
Language:	English
Published:	Frontiers Media S.A 31.08.2022
Subjects:	abnormal power consumption detection entropy weight method isolation forest algorithm kmeans clustering algorithm principal component dimension 11
ISSN:	2296-598X, 2296-598X
Online Access:	Get full text
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