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Title Feasibility Study of Using X-ray Tube and GMDH for Measuring Volume Fractions of Annular and Stratified Regimes in Three-Phase Flows
Type JournalPaper
Keywords volume fraction; X-ray tube; photon; annular regime; stratified regime; artificial intelligence
Abstract In this paper, the feasibility of using an X-ray tube instead of radioisotope sources for measuring volume fractions of gas, oil, and water in two typical flow regimes of three-phase flows, namely, annular and stratified, is evaluated. This study’s proposed detection system is composed of an X-ray tube, a 1 inch × 1 inch NaI detector, and one Pyrex-glass pipe to model different volume fractions for two flow regimes, annular and stratified. Group method of data handling (GMDH), a powerful regression tool, was also implemented to analyze the obtained data. The obtained results in this work indicate that a simple system based on an X-ray tube and just one NaI detector could be a potential alternative to radioisotope-based systems for separate measurements of gas, oil, and water volume fractions in annular and stratified flow regimes of a three-phase flow.
Researchers El Mostafa Kalmoun (Not In First Six Researchers), Ehsan Eftekhari zadeh (Not In First Six Researchers), Ehsan Nazemi (Not In First Six Researchers), Adnan Alhathal Alanezi (Not In First Six Researchers), Lokman Abdulkareem (Fifth Researcher), Robert Hanus (Fourth Researcher), shiavn mohammed (Third Researcher), Peshawa Jammal Muhammad Ali (Second Researcher), Gholam Hossein Roshani (First Researcher)