Multiphase flow meters targeting oil & gas industries

M Meribout, A Azzi, N Ghendour, N Kharoua, L Khezzar… - Measurement, 2020 - Elsevier
In oil fields, multiphase flow meters (MPFMs) yield important data for proper reservoir
management to maximize the oil-gas production throughput. MPFMs are also required in …

Application of GMDH neural network technique to improve measuring precision of a simplified photon attenuation based two-phase flowmeter

M Roshani, MA Sattari, PJM Ali, GH Roshani… - Flow Measurement and …, 2020 - Elsevier
Multiphase flowmeters have an important role to play in the industry and any attempts that
lead to improvements in this field are of great interest. In the current study, group method of …

[HTML][HTML] Evaluation of flow pattern recognition and void fraction measurement in two phase flow independent of oil pipeline's scale layer thickness

M Roshani, GTT Phan, PJM Ali, GH Roshani… - Alexandria Engineering …, 2021 - Elsevier
The main objective of the present research is to combine the effect of scale thickness on the
flow pattern and characteristics of two-phase flow that is used in oil industry. In this regard …

Combination of X-ray tube and GMDH neural network as a nondestructive and potential technique for measuring characteristics of gas-oil–water three phase flows

M Roshani, G Phan, GH Roshani, R Hanus, B Nazemi… - Measurement, 2021 - Elsevier
In this investigation, a fan-beam photon attenuation based system, including one X-ray tube
and two sodium iodide crystal detectors, combined with group method of data handling …

Application of neural network and time-domain feature extraction techniques for determining volumetric percentages and the type of two phase flow regimes …

AK Alanazi, SM Alizadeh, KS Nurgalieva, S Nesic… - Applied Sciences, 2022 - mdpi.com
One of the factors that significantly affects the efficiency of oil and gas industry equipment is
the scales formed in the pipelines. In this innovative, non-invasive system, the inclusion of a …

Extraction of time-domain characteristics and selection of effective features using correlation analysis to increase the accuracy of petroleum fluid monitoring systems

AM Mayet, SM Alizadeh, KS Nurgalieva, R Hanus… - Energies, 2022 - mdpi.com
In the current paper, a novel technique is represented to control the liquid petrochemical and
petroleum products passing through a transmitting pipe. A simulation setup, including an X …

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 …

Frequency domain feature extraction investigation to increase the accuracy of an intelligent nondestructive system for volume fraction and regime determination of gas …

O Taylan, MA Sattari, I Elhachfi Essoussi, E Nazemi - Mathematics, 2021 - mdpi.com
In this research, a methodology consisting of an X-ray tube, one Pyrex-glass pipe, and two
NaI detectors was investigated to determine the type of flow regimes and volume fractions of …

Applications of discrete wavelet transform for feature extraction to increase the accuracy of monitoring systems of liquid petroleum products

M Balubaid, MA Sattari, O Taylan, AA Bakhsh… - Mathematics, 2021 - mdpi.com
This paper presents a methodology to monitor the liquid petroleum products which pass
through transmission pipes. A simulation setup consisting of an X-ray tube, a detector, and a …

Application of feature extraction and artificial intelligence techniques for increasing the accuracy of X-ray radiation based two phase flow meter

A Basahel, MA Sattari, O Taylan, E Nazemi - Mathematics, 2021 - mdpi.com
The increasing consumption of fossil fuel resources in the world has placed emphasis on
flow measurements in the oil industry. This has generated a growing niche in the flowmeter …