A novel AI-based CNN model to predict the structural performance of monopile used for offshore wind energy systems

This study builds an AI-based Convolutional Neural Network (CNN) model to guess 50-year extreme wind and wave conditions and assess structural loads on the monopile foundation of the NREL 15 MW offshore wind turbine. The model was trained and validated by means of 7 years of measured wind and wave d...

Täydet tiedot

Bibliografiset tiedot

Päätekijät:	Sajid Ali, Muhammad Waleed, Daeyong Lee
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	Elsevier 2025-04-01
Sarja:	Energy Conversion and Management: X
Aiheet:	Extreme wind and wave prediction AI-CNN model OWT Monopile foundation Structural load analysis
Linkit:	http://www.sciencedirect.com/science/article/pii/S2590174525001606
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