Research on a Bearing Fault Enhancement Diagnosis Method with Convolutional Neural Network Based on Adaptive Stochastic Resonance

As a powerful feature extraction tool, a convolutional neural network (CNN) has strong adaptability for big data applications such as bearing fault diagnosis, whereas the classification performance is limited when the quality of raw signals is poor. In this paper, stochastic resonance (SR), which pr...

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Detalles Bibliográficos
Autores principales: Wang, Chen, Qiao, Zijian, Huang, Zhangjun, Xu, Junchen, Fang, Shitong, Zhang, Cailiang, Liu, Jinjun, Zhu, Ronghua, Lai, Zhihui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9695401/
https://www.ncbi.nlm.nih.gov/pubmed/36433327
http://dx.doi.org/10.3390/s22228730

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9695401/
https://www.ncbi.nlm.nih.gov/pubmed/36433327
http://dx.doi.org/10.3390/s22228730

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