One data-driven vibration acceleration prediction method for offshore wind turbine structures based on extreme gradient boosting

Author:

Dong Xiaofeng,Miao Zhuo,Li Yuchao,Zhou Huan,Li Wenqian

Publisher

Elsevier BV

Reference46 articles.

1. Vibration reduction of monopile-supported offshore wind turbines based on finite element structural analysis and active control;Alkhoury;Ocean Eng.,2022

2. Effects of seismic and aerodynamic load interaction on structural dynamic response of multi-megawatt utility scale horizontal axis wind turbines;Asareh;Renew. Energy,2016

3. Quantifying the impact of wind turbine wakes on power output at offshore wind farms;Barthelmie;J. ATMOSPHERIC Ocean. Technol.,2010

4. XGBoost: a scalable tree boosting system;Chen,2016

5. An end-to-end approach for bearing fault diagnosis based on a deep convolution neural network;Chen,2017

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