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Rolling Bearing Fault Diagnosis Using Multi-Sensor Data Fusion Based on 1D-CNN Model

To satisfy the requirements of the end-to-end fault diagnosis of rolling bearings, a hybrid model, based on optimal SWD and 1D-CNN, with the layer of multi-sensor data fusion, is proposed in this paper. Firstly, the BAS optimal algorithm is adopted to obtain the optimal parameters of SWD. After that...

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Detalles Bibliográficos
Autores principales: Wang, Hongwei, Sun, Wenlei, He, Li, Zhou, Jianxing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141983/
https://www.ncbi.nlm.nih.gov/pubmed/35626458
http://dx.doi.org/10.3390/e24050573