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...

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Detalles Bibliográficos
Autores principales: Zaman, Wasim, Ahmad, Zahoor, Siddique, Muhammad Farooq, Ullah, Niamat, Kim, Jong-Myon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
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

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256045/
https://www.ncbi.nlm.nih.gov/pubmed/37299982
http://dx.doi.org/10.3390/s23115255

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