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Vibration-Response-Only Structural Health Monitoring for Offshore Wind Turbine Jacket Foundations via Convolutional Neural Networks

This work deals with structural health monitoring for jacket-type foundations of offshore wind turbines. In particular, a vibration-response-only methodology is proposed based on accelerometer data and deep convolutional neural networks. The main contribution of this article is twofold: (i) a signal...

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Detalles Bibliográficos
Autores principales: Puruncajas, Bryan, Vidal, Yolanda, Tutivén, Christian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7349094/
https://www.ncbi.nlm.nih.gov/pubmed/32560533
http://dx.doi.org/10.3390/s20123429