Early Detection of Cavitation in Centrifugal Pumps Using Low-Cost Vibration and Sound Sensors

Early Detection of Cavitation in Centrifugal Pumps Using Low-Cost Vibration and Sound Sensors

The scope of this study is the evaluation of early detection methods for cavitation phenomena in centrifugal irrigation pumps by analyzing the produced vibration and sound signals from a low-cost sensor and data acquisition system and comparing several computational methods. Vibration data was acqui...

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Bibliographic Details
Main Authors: Marios Karagiovanidis, Xanthoula Eirini Pantazi, Dimitrios Papamichail, Vassilios Fragos
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Agriculture
Subjects:
centrifugal pump
cavitation
accelerometer
artificial neural network
predictive maintenance
signal analysis
Online Access:https://www.mdpi.com/2077-0472/13/8/1544

Internet

https://www.mdpi.com/2077-0472/13/8/1544

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