Wind Turbine Anomaly Detection Using Mahalanobis Distance and SCADA Alarm Data

Wind energy is becoming a common source of renewable energy in the world. Wind turbines are increasing in number, both for onshore and offshore applications. One challenge with wind turbines is in detecting anomalies that cause their breakdown. Due to the complex nature of the wind turbine assembly,...

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Λεπτομέρειες βιβλιογραφικής εγγραφής

Κύριοι συγγραφείς:	Jui-Hung Liu, Nelson T. Corbita, Rong-Mao Lee, Chun-Chieh Wang
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	MDPI AG 2022-08-01
Σειρά:	Applied Sciences
Θέματα:	wind turbine Mahalanobis distance anomaly detection SCADA alarm predictive models
Διαθέσιμο Online:	https://www.mdpi.com/2076-3417/12/17/8661
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