Gas–Liquid Two-Phase Flow Pattern Identification of a Centrifugal Pump Based on SMOTE and Artificial Neural Network

Gas–Liquid Two-Phase Flow Pattern Identification of a Centrifugal Pump Based on SMOTE and Artificial Neural Network

The accurate identification of the gas–liquid two-phase flow pattern within the impeller of a centrifugal pump is critical to develop a reliable model for predicting the gas–liquid two-phase performance of the centrifugal pump. The influences of the inlet gas volume fraction, the liquid phase flow r...

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Bibliographic Details
Main Authors: Denghui He, Ruilin Li, Zhenduo Zhang, Shuaihui Sun, Pengcheng Guo
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Micromachines
Subjects:
gas–liquid flow
centrifugal pump
flow pattern identification
SMOTE algorithm
neural network
Online Access:https://www.mdpi.com/2072-666X/13/1/2

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