Impacts of Wind Assimilation on Error Correction of Forecasted Dynamic Loads from Wind, Wave, and Current for Offshore Wind Turbines

In this study, a dynamic load forecasting model was developed for offshore wind turbines, based on the COAWST (Coupled Ocean-Atmosphere-Wave-Sediment Transport) model, the GRU (Gated Recurrent Unit) algorithm, and a data assimilation module. The model was able to forecast aerodynamic, wave, and curr...

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Bibliographic Details

Published in:	Journal of Marine Science and Engineering
Main Authors:	Jing Zou, Shuai Yang, Xiaolei Liu, Hang Wang, Lu Liu, Xingsen Guo, Hong Zhang, Zhijin Qiu, Zhipeng Gai
Format:	Article
Language:	English
Published:	MDPI AG 2025-06-01
Subjects:	wind assimilation error correction numerical prediction dynamic load offshore wind turbine
Online Access:	https://www.mdpi.com/2077-1312/13/7/1211