An AVMD Method Based on Energy Ratio and Deep Belief Network for Fault Identification of Automation Transmission Device

Considering that the vibration signals of gears and bearings in the automatic transmission device are complex and the fault features are difficult to extract. This paper proposes a method for extracting fault features of transmission device using adaptive variational modal decomposition (AVMD), and...

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Autores principales: Feng Ding, Yuan Xia, Jianhui Tian, Xinrui Zhang, Guangchu Hu
Formato: article
Lenguaje:EN
Publicado: IEEE 2021
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Acceso en línea:https://doaj.org/article/a349bf0c6f33449b8f77d2d17fdf7217
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