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 …

Regime independent flow rate prediction in a gas-liquid two-phase facility based on gamma ray technique and one detector using multi-feature extraction

M ShadSanjabad, AH Feghhi, R Ghaderi - Flow Measurement and …, 2023 - Elsevier
One of the key challenges in petroleum related industries is how to precisely measure the
flow rates of individual phases in a pipeline. To address this challenge, in the present study …

[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 …

Examining Transit-Time Ultrasonic Flowmeter Inaccuracies during Changing Gas Velocity Profiles

S Alsaqoor, P Piechota, A Alahmer, S As' ad, N Beithu… - Processes, 2023 - mdpi.com
This study investigates the impact of changes in velocity profiles on the measurement
inaccuracies of gas flow streams detected by an ultrasonic flowmeter. The cross-sectional …

AI-Based Evaluation of Homogeneous Flow Volume Fractions Independent of Scale Using Capacitance and Photon Sensors

AM Mayet, SA Mohammed, S Qamar… - … JOURNAL OF KOYA …, 2024 - 88.198.206.215
Metering fluids is critical in various industries, and researchers have extensively explored
factors affecting measurement accuracy. As a result, numerous sensors and methods are …

Measurement Methods for Geometric Parameters of Ultrasonic Flowmeters Mesuring Sections

BV Abushinova, AS Titov… - 2024 XXVII International …, 2024 - ieeexplore.ieee.org
The paper discusses the main methods for measuring of the geometric parameters of
measuring section of ultrasonic flowmeters. The emphasis is on comparing two key …