Ensemble of feature extraction methods to improve the structural damage classification in a wind turbine foundation

The condition monitoring of offshore wind power plants is an important topic that remains open. This monitoring aims to lower the maintenance cost of these plants. One of the main components of the wind power plant is the wind turbine foundation. This study describes a data-driven structural damage...

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Главные авторы:	Jersson X. Leon-Medina, Núria Parés, Maribel Anaya, Diego A. Tibaduiza, Francesc Pozo
Формат:	Artigo
Язык:	Inglês
Опубликовано:	Polish Academy of Sciences 2023-03-01
Серии:	Bulletin of the Polish Academy of Sciences: Technical Sciences
Предметы:	structural health monitoring wind turbine foundation damage classification machine learning feature extraction xgboost
Online-ссылка:	https://journals.pan.pl/Content/126565/PDF/BPASTS_2023_71_3_3296.pdf
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