Optimization of a three-phase flow system using gamma rays and artificial neural network

Autores

  • William Luna Salgado Universidade Federal do Rio de Janeiro
  • Roos Sophia de Freitas Dam Universidade Federal do Rio de Janeiro
  • Renato Raoni Werneck Affonso Universidade Federal do Rio de Janeiro
  • César Marques Salgado Instituto de Engenharia Nuclear

Resumo

This report presents a method based on gamma-ray densitometry using only one multilayer perceptron artificial neural network (ANN) to identify flow regime and predict volume fraction of gas, water, and oil in multiphase flow, simultaneously, making the prediction independent of the flow regime.

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Publicado

2021-08-12

Edição

Seção

Application of Nuclear Techniques in Industry