Fault Diagnosis in Centrifugal Pumps: A Dual-Scalogram Approach with Convolution Autoencoder and Artificial Neural Network

This paper proposes a new fault diagnosis method for centrifugal pumps by combining signal processing with deep learning techniques. Centrifugal pumps facilitate fluid transport through the energy generated by the impeller. Throughout the operation, variations in the fluid pressure at the pump’s inl...

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Bibliografske podrobnosti

Principais autores:	Wasim Zaman, Zahoor Ahmad, Jong-Myon Kim
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2024-01-01
Serija:	Sensors
Teme:	centrifugal pump Stockwell transform fault diagnosis rotating machinery convolutional autoencoder vibrational signals
Online dostop:	https://www.mdpi.com/1424-8220/24/3/851
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