Two-phase flow pressure drop modelling in horizontal pipes with different diameters

The two-phase frictional pressure drop has a dominant effect in many industrial applications associated with the multiphase flow. This study investigated the accuracy of several available methods for predicting two-phase frictional pressure drop of different pipe diameters using 4124 experimental da...

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Veröffentlicht in:	Nuclear engineering and design 2022-08, Vol.395, p.111863, Article 111863
Hauptverfasser:	Faraji, Foad, Santim, Christiano, Chong, Perk Lin, Hamad, Faik
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks Back propagation Back propagation networks Bayesian analysis Data points Datasets Error analysis Genetic algorithms Genetic analysis Industrial applications Mathematical models Multilayer perceptrons Multiphase flow Neural networks Particle swarm optimization Pressure Pressure drop Radial basis function Regularization Sensitivity analysis Statistical analysis Two phase flow
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