Machine Learning Based Outlier Detection Algorithm for Distributed Flexible Sensing Module with Non-stationary Multi-Parametric Data

As the most basic component of the power system, the power consumption information collection system plays a crucial role in the development of smart grid. The article constructs a distributed flexible sensing terminal application system based on AMI architecture, including power metering online mon...

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Veröffentlicht in:	Applied mathematics and nonlinear sciences Jg. 10; H. 1
Hauptverfasser:	Xiong, Suqin, Li, Yang, Li, Qiuyang, Chen, Zhiru
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Beirut Sciendo 01.01.2025 De Gruyter Brill Sp. z o.o., Paradigm Publishing Services
Schlagworte:	97B20 Algorithms AMI architecture Clustering Improved DBSCAN clustering Local outlier algorithm Machine learning Maximum likelihood method Outlier detection PCA algorithm
ISSN:	2444-8656, 2444-8656
Online-Zugang:	Volltext
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