Flow pattern identification of gas-liquid two-phase flow based on integrating mechanism analysis and data mining

Author:

Zhang Xinru,Hou Lei,Zhu Zuoliang,Liu Jiaquan,Sun Xingshen,Hu Zhanzhou

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Reference40 articles.

1. Liquid holdup in horizontal two-phase gas—liquid flow;Abdul-Majeed;J. Petrol. Sci. Eng.,1996

2. Proposing a modified mechanism for determination of hydrocarbons dynamic viscosity, using artificial neural network;Ahmadi;Petrol. Sci. Technol.,2020

3. Artificial neural network application for multiphase flow patterns detection: a new approach;Al-Naser;J. Petrol. Sci. Eng.,2016

4. Two-phase flow regimes identification using artificial neural network with nonlinear normalization;Al-Naser,2015

5. Cluster-based reduced-order descriptions of two-phase flows;Ali;Chem. Eng. Sci.,2020

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