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Multistage Centrifugal Pump Fault Diagnosis Using Informative Ratio Principal Component Analysis

This study proposes a fault diagnosis method (FD) for multistage centrifugal pumps (MCP) using informative ratio principal component analysis (Ir-PCA). To overcome the interference and background noise in the vibration signatures (VS) of the centrifugal pump, the fault diagnosis method selects the f...

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Detalles Bibliográficos
Autores principales: Ahmad, Zahoor, Nguyen, Tuan-Khai, Ahmad, Sajjad, Nguyen, Cong Dai, Kim, Jong-Myon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8747656/
https://www.ncbi.nlm.nih.gov/pubmed/35009719
http://dx.doi.org/10.3390/s22010179