Hybrid-Model-Based Digital Twin of the Drivetrain of a Wind Turbine and Its Application for Failure Synthetic Data Generation

Hybrid-Model-Based Digital Twin of the Drivetrain of a Wind Turbine and Its Application for Failure Synthetic Data Generation

Computer modelling and digitalization are integral to the wind energy sector since they provide tools with which to improve the design and performance of wind turbines, and thus reduce both capital and operational costs. The massive sensor rollout and increase in big data processing capacity over th...

Full description

Bibliographic Details
Main Authors: Ainhoa Pujana, Miguel Esteras, Eugenio Perea, Erik Maqueda, Philippe Calvez
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Energies
Subjects:
wind turbine
digital twin
hybrid model
failure diagnosis
synthetic data generation
predictive maintenance
Online Access:https://www.mdpi.com/1996-1073/16/2/861

Similar Items

Similar Items