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Data-Driven Virtual Flow Rate Sensor Development for Leakage Monitoring at the Cradle Bearing in an Axial Piston Pump

The leakage of the tribological contact in axial piston pumps significantly impacts the pump efficiency. Leakage observations can be used to optimize the pump design and monitor the behavior of the tribological contact. However, due to assembly limitations, it is not always feasible to observe the l...

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Principais autores: Minxing Liu, Garyeong Kim, Kai Bauckhage, Marcus Geimer
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-08-01
coleção:Energies
Assuntos:
virtual sensor
leakage monitoring
data-driven method
machine learning
axial piston pump
Acesso em linha:https://www.mdpi.com/1996-1073/15/17/6115
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