Fault Diagnosis Method for Rotating Machinery Based on Multi-scale Features
Abstract The vibration signals of rotating machinery usually contain various natural oscillation modes, exhibiting multi-scale features. This paper proposes a Multi-Branch one-dimensional deep Convolutional Neural Network model (MBCNN) that can extract multi-scale features from raw data hierarchical...
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| Principais autores: | , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
KeAi Communications Co., Ltd.
2023-11-01
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| Series: | Chinese Journal of Mechanical Engineering |
| Assuntos: | |
| Acceso en liña: | https://doi.org/10.1186/s10033-023-00966-7 |
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