Multistage Centrifugal Pump Fault Diagnosis Using Informative Ratio Principal Component Analysis

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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Bibliographic Details
Main Authors: Zahoor Ahmad, Tuan-Khai Nguyen, Sajjad Ahmad, Cong Dai Nguyen, Jong-Myon Kim
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Sensors
Subjects:
fault diagnosis
multistage centrifugal pump
principal component analysis
Online Access:https://www.mdpi.com/1424-8220/22/1/179

Internet

https://www.mdpi.com/1424-8220/22/1/179

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