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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...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2019
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| Materias: | |
| 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 |