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An Anti-Noise Convolutional Neural Network for Bearing Fault Diagnosis Based on Multi-Channel Data

In real world industrial applications, the working environment of a bearing varies with time, and some unexpected vibration noises from other equipment are inevitable. In order to improve the anti-noise performance of neural networks, a new prediction model and a multi-channel sample generation meth...

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Detalles Bibliográficos
Autores principales: Zhang, Wei-Tao, Liu, Lu, Cui, Dan, Ma, Yu-Ying, Huang, Ju
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10422587/
https://www.ncbi.nlm.nih.gov/pubmed/37571438
http://dx.doi.org/10.3390/s23156654