Comparison of New Anomaly Detection Technique for Wind Turbine Condition Monitoring Using Gearbox SCADA Data

Anomaly detection for wind turbine condition monitoring is an active area of research within the wind energy operations and maintenance (O & M) community. In this paper three models were compared for multi-megawatt operational wind turbine SCADA data. The models used for comparison were One-Class Su...

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Principais autores:	Conor McKinnon, James Carroll, Alasdair McDonald, Sofia Koukoura, David Infield, Conaill Soraghan
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2020-10-01
coleção:	Energies
Assuntos:	anomaly detection gearbox SCADA condition monitoring Isolation Forest One Class Support Vector Machine
Acesso em linha:	https://www.mdpi.com/1996-1073/13/19/5152
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