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Fault diagnosis for wind turbines with graph neural network model based on one-shot learning

Because of the harsh working environment, there is usually a lack of effective data from the gearboxes of wind turbines for fault classification. In this paper, a fault-diagnosis model based on graph neural networks and one-shot learning is proposed to solve the problem of fault classification with...

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Detalles Bibliográficos
Autores principales: Yang, Shuai, Zhou, Yifei, Chen, Xu, Li, Chuan, Song, Heng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10320330/
https://www.ncbi.nlm.nih.gov/pubmed/37416824
http://dx.doi.org/10.1098/rsos.230706