A Multivariate AI-Driven Generalized Framework for Structural Load Prediction of Monopile Used for Offshore Wind Turbines Under Non-Linear Wind and Wave Conditions

Predicting structural loads on offshore wind turbine support structures under varying environmental conditions is a complex yet critical task, particularly for large-capacity turbines such as the 15 MW offshore wind turbine. Current prediction methods often struggle with accuracy, especially for tor...

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Autori principali:	Sajid Ali, Muhammad Hassaan Farooq Khan, Daeyong Lee
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	MDPI AG 2025-11-01
Serie:	Journal of Marine Science and Engineering
Soggetti:	offshore wind turbine structural load prediction polynomial regression torsional moments load estimation framework
Accesso online:	https://www.mdpi.com/2077-1312/13/11/2154
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