Intelligent Monitoring of Power System Electricity Consumption Based on Isolation Forest Algorithm

Aiming at the problems of large amounts of power consumption data, high dimensionality, few samples of abnormal points in the actual data set, and high acquisition cost under the background of intelligent power distribution, an intelligent monitoring method based on fuzzy clustering and Isolation Fo...

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Veröffentlicht in:	2023 3rd International Conference on New Energy and Power Engineering (ICNEPE) S. 1051 - 1054
Hauptverfasser:	Yin, Jianbing, Li, Fei, Xu, Xianghai, Cheng, Ying, Zhu, Lei, An, Dongsheng, Ma, Xianghui, Liu, Shasha, Liu, Da
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 24.11.2023
Schlagworte:	Behavioral sciences Classification algorithms Clustering algorithms Costs Electric power system Forestry iForest algorithm Intelligent monitoring Monitoring Power demand
Online-Zugang:	Volltext
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