Multilayer Perceptron and General Regression Neural Networks for a study in three-phase flow

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César Marques Salgado
Ross Sophia de Freitas Dam
William Luna Salgado

Resumo

This report presents a methodology for volume fraction (VF) predictions in water-gas-oil multiphase systems based on gamma-ray densitometry and artificial neural networks (ANNs). The simulated geometry uses a dual-energy gamma-ray source and dual-modality (transmitted and scattered beams).

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Seção
Application of Nuclear Techniques in Industry