Remaining Useful Life Estimation Framework for the Main Bearing of Wind Turbines Operating in Real Time

Remaining Useful Life Estimation Framework for the Main Bearing of Wind Turbines Operating in Real Time

The prognosis of wind turbine failures in real operating conditions is a significant gap in the academic literature and is essential for achieving viable performance parameters for the operation and maintenance of these machines, especially those located offshore. This paper presents a framework for...

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Bibliographic Details
Main Authors: Januário Leal de Moraes Vieira, Felipe Costa Farias, Alvaro Antonio Villa Ochoa, Frederico Duarte de Menezes, Alexandre Carlos Araújo da Costa, José Ângelo Peixoto da Costa, Gustavo de Novaes Pires Leite, Olga de Castro Vilela, Marrison Gabriel Guedes de Souza, Paula Suemy Arruda Michima
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Energies
Subjects:
wind turbine
main bearing
remaining useful life—RUL
remaining useful life
machine learning
regression models
Online Access:https://www.mdpi.com/1996-1073/17/6/1430

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https://www.mdpi.com/1996-1073/17/6/1430

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