Application of Bistable Stochastic Resonance based on VMD in Early Fault Detection of Rolling Bearing
In order to detect the early weak faults of rolling bearings effectively,a method of adaptive stochastic resonance based on variational mode decomposition( VMD) is proposed. Firstly,the fault vibration signal of rolling bearing VMD is decomposed into finite Intrinsic Mode Functions( IMF),IMF compone...
Main Authors: | Wang Zhixia, Guo Li, Cheng Qianqian |
---|---|
Format: | Article |
Language: | zho |
Published: |
Editorial Office of Journal of Mechanical Transmission
2018-01-01
|
Series: | Jixie chuandong |
Subjects: | |
Online Access: | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2018.04.029 |
Similar Items
-
A study on rolling bearing fault diagnosis using RIME-VMD
by: Zhenrong Ma, et al.
Published: (2025-02-01) -
Rolling Bearing Fault Diagnosis Based on WGWOA-VMD-SVM
by: Junbo Zhou, et al.
Published: (2022-08-01) -
A Fault Feature Extraction Method of Rolling Bearings Based on Optimized VMD and UMAP
by: Liu Junli, et al.
Published: (2023-06-01) -
Bearing Fault Diagnosis Method based on Self-adaptive Stochastic Resonance of Genetic Algorithm and VMD
by: Zhang Chao, et al.
Published: (2018-01-01) -
A Rolling Bearing Fault Diagnosis Method Based on the WOA-VMD and the GAT
by: Yaping Wang, et al.
Published: (2023-06-01)