Artificial Neural Network-Based Prediction of the Extreme Response of Floating Offshore Wind Turbines under Operating Conditions

Artificial Neural Network-Based Prediction of the Extreme Response of Floating Offshore Wind Turbines under Operating Conditions

The development of floating offshore wind turbines (FOWTs) is gradually moving into deeper offshore areas with more harsh environmental loads, and the corresponding structure response should be paid attention to. Safety assessments need to be conducted based on the evaluation of the long-term extrem...

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Bibliographic Details
Main Authors: Kelin Wang, Oleg Gaidai, Fang Wang, Xiaosen Xu, Tao Zhang, Hang Deng
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Journal of Marine Science and Engineering
Subjects:
artificial neural network (ANN)
floating offshore wind turbine (FOWT)
machine learning
extreme responses
inverse first-order reliability method (IFORM)
data-driven model
Online Access:https://www.mdpi.com/2077-1312/11/9/1807

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