A data-driven approach for scour detection around monopile-supported offshore wind turbines using Naive Bayes classification
(2024)
Journal Article
Jawalageri, S., Ghiasi, R., Jalilvand, S., Prendergast, L. J., & Malekjafarian, A. (2024). A data-driven approach for scour detection around monopile-supported offshore wind turbines using Naive Bayes classification. Marine Structures, 95, Article 103565. https://doi.org/10.1016/j.marstruc.2023.103565
This paper proposes a novel data-driven framework for scour detection around offshore wind turbines (OWTs), where damage features are derived from wind and wave-induced acceleration signals collected along the tower. A numerical mod... Read More about A data-driven approach for scour detection around monopile-supported offshore wind turbines using Naive Bayes classification.