Exploring the Limits of Early Predictive Maintenance in Wind Turbines Applying an Anomaly Detection Technique

The aim of the presented investigation is to explore the time gap between an anomaly appearance in continuously measured parameters of the device and a failure, related to the end of the remaining resource of the device-critical component. In this investigation, we propose a recurrent neural network...

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Detalles Bibliográficos
Autores principales: Jankauskas, Mindaugas, Serackis, Artūras, Šapurov, Martynas, Pomarnacki, Raimondas, Baskys, Algirdas, Hyunh, Van Khang, Vaimann, Toomas, Zakis, Janis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300806/
https://www.ncbi.nlm.nih.gov/pubmed/37420861
http://dx.doi.org/10.3390/s23125695

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300806/
https://www.ncbi.nlm.nih.gov/pubmed/37420861
http://dx.doi.org/10.3390/s23125695

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