Fault Diagnosis of a Multistage Centrifugal Pump Using Explanatory Ratio Linear Discriminant Analysis

This study introduces an innovative approach for fault diagnosis of a multistage centrifugal pump (MCP) using explanatory ratio (ER) linear discriminant analysis (LDA). Initially, the method addresses the challenge of background noise and interference in vibration signals by identifying a fault-sens...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Saif Ullah, Zahoor Ahmad, Jong-Myon Kim
Format:	Article
Language:	English
Published:	MDPI AG 2024-03-01
Subjects:	fault diagnosis linear discriminant analysis vibration signals centrifugal pump K-nearest neighbor
Online Access:	https://www.mdpi.com/1424-8220/24/6/1830