Intelligent Identification of Cavitation State of Centrifugal Pump Based on Support Vector Machine

Intelligent Identification of Cavitation State of Centrifugal Pump Based on Support Vector Machine

In order to perform intelligent identification of the various stages of cavitation development, a micro high-speed centrifugal pump was used as a research object for vibration signal analysis and feature extraction for normal, incipient cavitation, cavitation and severely cavitated operating states...

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Bibliographic Details
Main Authors: Xiaoke He, Yu Song, Kaipeng Wu, Asad Ali, Chunhao Shen, Qiaorui Si
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Energies
Subjects:
support vector machines
feature extraction
cavitation monitoring
cavitation state recognition
Online Access:https://www.mdpi.com/1996-1073/15/23/8907

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https://www.mdpi.com/1996-1073/15/23/8907

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