Application of artificial neural network to multiphase flow metering: A review

S Bahrami, S Alamdari, M Farajmashaei… - Flow Measurement and …, 2024 - Elsevier
Multiphase flow has many applications, such as oil and gas industries. Flow meter devices
must be calibrated with field or laboratory data. One of the best methods to calibrate the …

An artificial neural network and a combined capacitive sensor for measuring the void fraction independent of temperature and pressure changes for a two-phase …

AM Mayet, GE Ilyinichna, F Fouladinia… - Flow Measurement and …, 2023 - Elsevier
Void fraction plays a vital role in diverse industries like oil, petrochemical, etc., which involve
a wide range of fluids, including two-phase and three-phase fluids. Various procedures are …

Application of selected methods of computational intelligence to recognition of the liquid–gas flow regime in pipeline by use gamma absorption and frequency domain …

R Hanus, M Zych, M Kusy, GH Roshani, E Nazemi - Measurement, 2024 - Elsevier
Two-phase liquid–gas flows are common in industries such as mining, energy, chemicals,
and oil. The gamma-ray absorption technique is a non-contact method widely used to …

Intelligent measuring of the volume fraction considering temperature changes and independent pressure variations for a two-phase homogeneous fluid using an 8 …

RMA Qaisi, F Fouladinia, AM Mayet, JWG Guerrero… - Sensors, 2023 - mdpi.com
Two-phase fluids are widely utilized in some industries, such as petrochemical, oil, water,
and so on. Each phase, liquid and gas, needs to be measured. The measuring of the void …

A novel metering system consists of capacitance-based sensor, gamma-ray sensor and ANN for measuring volume fractions of three-phase homogeneous flows

F Fouladinia, SM Alizadeh, EI Gorelkina… - Nondestructive …, 2024 - Taylor & Francis
Measuring the volume fraction of different types of fluids with two or three phases is so vital.
Among all available methods, two of them, capacitance-based and gamma-ray attenuation …

A novel smart optimized capacitance-based sensor for annular two-phase flow metering with high sensitivity

RBY Syah, A Veisi, ZA Hasibuan, MA Al-Fayoumi… - IEEE …, 2023 - ieeexplore.ieee.org
Accurately determining phase fractions in two-phase flows is among the most significant
issues in Industries related to the production and processing of petroleum and …

[HTML][HTML] Artificial Intelligence Techniques for the Hydrodynamic Characterization of Two-Phase Liquid–Gas Flows: An Overview and Bibliometric Analysis

JA Gomez Camperos, MM Hernández Cely… - Fluids, 2024 - mdpi.com
Accurately and instantly estimating the hydrodynamic characteristics in two-phase liquid–
gas flow is crucial for industries like oil, gas, and other multiphase flow sectors to reduce …

[HTML][HTML] Multiphase flow's volume fractions intelligent measurement by a compound method employing cesium-137, photon attenuation sensor, and capacitance …

AM Mayet, F Fouladinia, R Hanus, M Parayangat… - Energies, 2024 - mdpi.com
Multiphase fluids are common in many industries, such as oil and petrochemical, and
volume fraction measurement of their phases is a vital subject. Hence, there are lots of …

Convolutional Neural Network (CNN)-Based Measurement of Properties in Liquid–Liquid Systems

L Neuendorf, P Müller, K Lammers, N Kockmann - Processes, 2023 - mdpi.com
The rise of artificial intelligence (AI)-based image analysis has led to novel application
possibilities in the field of solvent analytics. Using convolutional neural networks (CNNs) …

An optimised and novel capacitance-based sensor design for measuring void fraction in gas–oil two-phase flow systems

AM Iliyasu, MH Shahsavari, AS Benselama… - Nondestructive …, 2024 - Taylor & Francis
This study explores a new electrode configuration for measuring the void fraction of two-
phase flows using capacitance-based sensors. The proposed method is considered …