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Centrifugal Pump Fault Diagnosis Based on a Novel SobelEdge Scalogram and CNN
This paper presents a novel framework for classifying ongoing conditions in centrifugal pumps based on signal processing and deep learning techniques. First, vibration signals are acquired from the centrifugal pump. The acquired vibration signals are heavily affected by macrostructural vibration noi...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256045/ https://www.ncbi.nlm.nih.gov/pubmed/37299982 http://dx.doi.org/10.3390/s23115255 |