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Planetary Gears Feature Extraction and Fault Diagnosis Method Based on VMD and CNN
Given local weak feature information, a novel feature extraction and fault diagnosis method for planetary gears based on variational mode decomposition (VMD), singular value decomposition (SVD), and convolutional neural network (CNN) is proposed. VMD was used to decompose the original vibration sign...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2018
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5982505/ https://www.ncbi.nlm.nih.gov/pubmed/29751671 http://dx.doi.org/10.3390/s18051523 |