DEVELOPMENT OF CLASSIFICATION MODEL FOR PREDICTION OF TWO-PHASE FLOW REGIMES IN VERTICAL PIPES USING MACHINE LEARNING
Author:
Affiliation:
1. Hadhramout University
2. University of Aden
Publisher
Ufa State Petroleum Technological University
Subject
General Medicine
Reference18 articles.
1. Almabrok A.A., Aliyu A.M., Baba Y.D., Lao L., Yeung H. Void Fraction Development in Gas-Liquid Flow after a U-Bend in a Vertically Upwards SerpentineConfiguration Large-Diameter Pipe. Heat and Mass Transfer, 2018, Vol. 54 (1), pp. 209-226. DOI: 10.1007/ S00231-017-2118-0.
2. Al-Ruhaimani F., Pereyra E., Sarica C., Al-Safran E.M., Torres C.F. Experimental Analysis and Model Evaluation of High-Liquid-Viscosity Two-Phase Upward Vertical Pipe Flow. SPE Journal, 2017, Vol. 22, Issue 3, pp. 712-735. DOI: 10.2118/184401-PA.
3. Hanafizadeh P., Saidi M.H., Nouri Gheimasi A., Ghanbarzadeh S. Experimental Investigation of Air-Water, Two-Phase Flow Regimes in Vertical Mini Pipe. Scientia Iranica, 2011, Vol. 18 (4 B), pp. 923-929. DOI: 10.1016/J. SCIENT.2011.07.003.
4. Szalinski L., Abdulkareem L.A., Da Silva M.J., Thiele S., Beyer M., Lucas D., Hernandez Perez V., Hampel U., Azzopardi B.J.Comparative Study of Gas-Oil and GasWater Two-Phase Flow in a Vertical Pipe. Chemical Engineering Science, 2010, Vol. 65, Issue 12, pp. 38363848. DOI: 10.1016/j.ces.2010.03.024.
5. Schmidt J., Giesbrecht H., van der Geld C.W.M. Phase and Velocity Distributions in vertically Upward HighViscosity Two-Phase Flow.International Journal of Multiphase Flow, 2008, Vol. 34, Issue 4, pp. 363-374. DOI:10.1016/j.ijmultiphaseflow.2007.10.013.
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