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 …

Technogenic Reservoirs Resources of Mine Methane When Implementing the Circular Waste Management Concept

V Brigida, VI Golik, EV Voitovich, VV Kukartsev… - Resources, 2024 - mdpi.com
From a commercial viewpoint, mine methane is the most promising object in the field of
reducing emissions of climate-active gases due to circular waste management. Therefore …

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

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 …

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 …

[HTML][HTML] Measuring volume fractions of a three-phase flow without separation utilizing an approach based on artificial intelligence and capacitive sensors

AM Mayet, F Fouladinia, SM Alizadeh, HH Alhashim… - Plos one, 2024 - journals.plos.org
Many different kind of fluids in a wide variety of industries exist, such as two-phase and three-
phase. Various combinations of them can be expected and gas-oil-water is one of the most …

Utilizing Artificial Neural Networks and Combined Capacitance-Based Sensors to Predict Void Fraction in Two-Phase Annular Fluids Regardless of Liquid Phase Type

M Al-Fayoumi, H Almimi, A Veisi, H Al-Aqrabi… - IEEE …, 2023 - ieeexplore.ieee.org
Assessing the void fraction in diverse multiphase flows across industries, including
petrochemical, oil, and chemical sectors, is crucial. There are multiple techniques available …

Phase Fraction Measurement of Water-Based Dispersed Stratified Flow Based on Swept Frequency Ultrasonic Attenuation Method​

D Geng, Q Su, Z Liu - Available at SSRN 4669520 - papers.ssrn.com
Multiphase flow as a common flow form is widely used in many industrial fields such as
chemical production, petroleum engineering and aerospace. In industrial processes, phase …