Deep Learning-Based Prediction of Pitch Response for Floating Offshore Wind Turbines

Deep Learning-Based Prediction of Pitch Response for Floating Offshore Wind Turbines

Accurate dynamic response prediction is a challenging and crucial aspect for the fatigue or ultimate analysis of floating offshore wind turbines (FOWTs), which are increasingly recognized for their potential to harness wind energy in deep-water environments. However, traditional numerical modeling a...

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Bibliographic Details
Main Authors: Ruifeng Chen, Ke Zhang, Min Luo, Ye An, Lixiang Guo
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Journal of Marine Science and Engineering
Subjects:
response prediction
floating offshore wind turbine
deep learning
CNN-GRU
SHAP interpretation
Online Access:https://www.mdpi.com/2077-1312/12/12/2198
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