Salinity and Flow Pattern Independent Flow Rate Measurement in a Gas-Liquid Flow with Optimum Feature Selection and Novel Detection Geometry Using Anns DOI

maasoumeh shad sanjabad,

AmirHossein Feghhi,

Reza Ghaderi

et al.

Published: Jan. 1, 2023

This paper presents a study on the salinity determination and estimation of flow rate in two-phase air-water system. For this purpose, an automated test loop capable generating different patterns horizontal pathway is used to do numerous experiments varying rates. A nuclear measuring setup consisting Cs-137 Am-241 as radiation sources, one NaI (Tl) scintillation detector register transmission counts Cs three scintillator detectors for registering scattering from Am was prepared. In addition, pressure drop pipe measurement. The MLPs were selected processing element. Distinguished innovations can be considered two aspects. One novel paradigm measurement geometry. novelty takes benefits obtain features with maximum potential classify determine salinity. other new method data utilizing optimum achieve best performance predicting results prediction independent regime indicate that proposed are reliable use industrial fields related multi-phase metering.

Language: Английский

Salinity and Flow Pattern Independent Flow Rate Measurement in a Gas-Liquid Flow with Optimum Feature Selection and Novel Detection Geometry Using Anns DOI

maasoumeh shad sanjabad,

AmirHossein Feghhi,

Reza Ghaderi

et al.

Published: Jan. 1, 2023

This paper presents a study on the salinity determination and estimation of flow rate in two-phase air-water system. For this purpose, an automated test loop capable generating different patterns horizontal pathway is used to do numerous experiments varying rates. A nuclear measuring setup consisting Cs-137 Am-241 as radiation sources, one NaI (Tl) scintillation detector register transmission counts Cs three scintillator detectors for registering scattering from Am was prepared. In addition, pressure drop pipe measurement. The MLPs were selected processing element. Distinguished innovations can be considered two aspects. One novel paradigm measurement geometry. novelty takes benefits obtain features with maximum potential classify determine salinity. other new method data utilizing optimum achieve best performance predicting results prediction independent regime indicate that proposed are reliable use industrial fields related multi-phase metering.

Language: Английский

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