Wind Turbine Gearbox Condition Monitoring Based on Class of Support Vector Regression Models and Residual Analysis

The intelligent condition monitoring of wind turbines reduces their downtime and increases reliability. In this manuscript, a feature selection-based methodology that essentially works on regression models is used for identifying faulty scenarios. Supervisory control and data acquisition (SCADA) dat...

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Detalles Bibliográficos
Autores principales: Dhiman, Harsh S., Deb, Dipankar, Carroll, James, Muresan, Vlad, Unguresan, Mihaela-Ligia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7728354/
https://www.ncbi.nlm.nih.gov/pubmed/33255735
http://dx.doi.org/10.3390/s20236742

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7728354/
https://www.ncbi.nlm.nih.gov/pubmed/33255735
http://dx.doi.org/10.3390/s20236742

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