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...

Full description

Bibliographic Details

Published in:	Sensors
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
Subjects:	fault diagnosis multistage centrifugal pump principal component analysis
Online Access:	https://www.mdpi.com/1424-8220/22/1/179