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Anomaly Detection and Remaining Useful Life Estimation for the Health and Usage Monitoring Systems 2023 Data Challenge

Gear fault detection and remaining useful life estimation are important tasks for monitoring the health of rotating machinery. In this study, a new benchmark for endurance gear vibration signals is presented and made publicly available. The new dataset was used in the HUMS 2023 conference data chall...

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Principais autores: Omri Matania, Eric Bechhoefer, David Blunt, Wenyi Wang, Jacob Bortman
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2024-06-01
coleção:Sensors
Assuntos:
data-driven
deep learning
gear
vibration signals
digital twin
Acesso em linha:https://www.mdpi.com/1424-8220/24/13/4258
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