Signal Status Recognition Based on 1DCNN and Its Feature Extraction Mechanism Analysis

In this paper, we construct a one-dimensional convolutional neural network (1DCNN), which directly takes as the input the vibration signal in the mechanical operation process. It can realize intelligent mechanical fault diagnosis and ensure the authenticity of signal samples. Moreover, due to the ex...

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Detalles Bibliográficos
Autores principales: Huang, Shuzhan, Tang, Jian, Dai, Juying, Wang, Yangyang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6540213/
https://www.ncbi.nlm.nih.gov/pubmed/31035732
http://dx.doi.org/10.3390/s19092018

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6540213/
https://www.ncbi.nlm.nih.gov/pubmed/31035732
http://dx.doi.org/10.3390/s19092018

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