Multi-Bandwidth Mode Manifold for Fault Diagnosis of Rolling Bearings

Multi-Bandwidth Mode Manifold for Fault Diagnosis of Rolling Bearings

Variational mode decomposition (VMD) has been widely applied to the field of machinery fault diagnosis due to its good time-frequency decomposition capability. However, the performance of the VMD for extraction of fault transient components is dependent on proper parameters in the method and is not...

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Bibliographic Details
Main Authors: Tao Jiang, Jun Wang, Changqing Shen, Xingxing Jiang, Zhongkui Zhu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Fault diagnosis
manifold learning
recycling variational mode decomposition
rolling bearing
time-frequency signal decomposition
Online Access:https://ieeexplore.ieee.org/document/8930539/

Internet

https://ieeexplore.ieee.org/document/8930539/

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