Multi-resolution dynamic mode decomposition for damage detection in wind turbine gearboxes

We introduce an approach for damage detection in gearboxes based on the analysis of sensor data with the multi-resolution dynamic mode decomposition (mrDMD). The application focus is the condition monitoring of wind turbine gearboxes under varying load conditions, in particular irregular and stochas...

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Bibliographic Details
Main Authors: Paolo Climaco, Jochen Garcke, Rodrigo Iza-Teran
Format: Article
Language:English
Published: Cambridge University Press 2023-01-01
Series:Data-Centric Engineering
Subjects:
Online Access:https://www.cambridge.org/core/product/identifier/S263267362200034X/type/journal_article