An Intelligent Framework for Fault Diagnosis of Centrifugal Pump Leveraging Wavelet Coherence Analysis and Deep Learning

This paper proposes an intelligent framework for the fault diagnosis of centrifugal pumps (CPs) based on wavelet coherence analysis (WCA) and deep learning (DL). The fault-related impulses in the CP vibration signal are often attenuated due to the background interference noises, thus affecting the s...

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Detalles Bibliográficos
Autores principales: Ullah, Niamat, Ahmad, Zahoor, Siddique, Muhammad Farooq, Im, Kichang, Shon, Dong-Koo, Yoon, Tae-Hyun, Yoo, Dae-Seung, 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/PMC10650697/
https://www.ncbi.nlm.nih.gov/pubmed/37960548
http://dx.doi.org/10.3390/s23218850

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10650697/
https://www.ncbi.nlm.nih.gov/pubmed/37960548
http://dx.doi.org/10.3390/s23218850

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