Detection of wind turbine rotor imbalance using unsupervised output-only vibration data analysis

With the increasing adoption of wind energy, monitoring systems are crucial to ensuring optimal turbine operation and reliability. This work contributes a methodology to detect rotor imbalance in wind turbines using output-only vibration data. Furthermore, an extended isolation forest algorithm is p...

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Prif Awduron:	Iván González, Abel Gómez, Yolanda Vidal, Christian Tutivén
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	Elsevier 2025-09-01
Cyfres:	Energy and AI
Pynciau:	Wind turbine Condition monitoring Rotor imbalance Fault detection Vibration Extended isolation forest
Mynediad Ar-lein:	http://www.sciencedirect.com/science/article/pii/S2666546825000977
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!