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Using Transfer Learning and XGBoost for Early Detection of Fires in Offshore Wind Turbine Units

To improve the power generation efficiency of offshore wind turbines and address the problem of high fire monitoring and warning costs, we propose a data-driven fire warning method based on transfer learning for wind turbines in this paper. This paper processes wind turbine operation data in a SCADA...

Disgrifiad llawn

Wedi'i Gadw mewn:
Prif Awduron: Anping Wan, Chenyu Du, Wenbin Gong, Chao Wei, Khalil AL-Bukhaiti, Yunsong Ji, Shidong Ma, Fareng Yao, Lizheng Ao
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2024-05-01
Cyfres:Energies
Pynciau:
transfer learning
XGBoost algorithm
offshore wind turbines
data-driven
fire warning
Mynediad Ar-lein:https://www.mdpi.com/1996-1073/17/10/2330
Tagiau: Ychwanegu Tag
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