Scour identification around offshore wind turbine monopile foundations using an unsupervised anomaly detection approach
(2025)
Journal Article
Abdelhak, M., Tott-Buswell, J., Prendergast, L. J., Ghiasi, R., & Malekjafarian, A. (2025). Scour identification around offshore wind turbine monopile foundations using an unsupervised anomaly detection approach. Ocean Engineering, 340, Article 122365. https://doi.org/10.1016/j.oceaneng.2025.122365
This paper presents a novel data-driven framework for detecting scour damage around monopile foundations using acceleration data collected from an offshore wind turbine (OWT) tower under healthy conditions. The framework consists of multiple steps, i... Read More about Scour identification around offshore wind turbine monopile foundations using an unsupervised anomaly detection approach.