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 …
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
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 …
petroleum products passing through a transmitting pipe. A simulation setup, including an X …
Improved artificial neural network with high precision for predicting burnout among managers and employees of start-ups during COVID-19 pandemic
Notwithstanding the impact that the Coronavirus pandemic has had on the physical and
psychological wellness of people, it has also caused a change in the psychological …
psychological wellness of people, it has also caused a change in the psychological …
Experimental study of void fraction measurement using a capacitance-based sensor and ANN in two-phase annular regimes for different fluids
A Veisi, MH Shahsavari, GH Roshani… - Axioms, 2023 - mdpi.com
One of the most severe problems in power plants, petroleum and petrochemical industries is
the accurate determination of phase fractions in two-phase flows. In this paper, we carried …
the accurate determination of phase fractions in two-phase flows. In this paper, we carried …
Applications of discrete wavelet transform for feature extraction to increase the accuracy of monitoring systems of liquid petroleum products
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 …
through transmission pipes. A simulation setup consisting of an X-ray tube, a detector, and a …
Introducing a precise system for determining volume percentages independent of scale thickness and type of flow regime
AM Mayet, SM Alizadeh, ZA Kakarash, AA Al-Qahtani… - Mathematics, 2022 - mdpi.com
When fluids flow into the pipes, the materials in them cause deposits to form inside the pipes
over time, which is a threat to the efficiency of the equipment and their depreciation. In the …
over time, which is a threat to the efficiency of the equipment and their depreciation. In the …
Applying data mining and artificial intelligence techniques for high precision measuring of the two-phase flow's characteristics independent of the pipe's scale layer
Scale formation inside oil and gas pipelines is always one of the main threats to the
efficiency of equipment and their depreciation. In this study, an artificial intelligence method …
efficiency of equipment and their depreciation. In this study, an artificial intelligence method …
Employing GMDH-type neural network and signal frequency feature extraction approaches for detection of scale thickness inside oil pipelines
In this paper, gamma attenuation has been utilised as a veritable tool for non-invasive
estimation of the thickness of scale deposits. By simulating flow regimes at six volume …
estimation of the thickness of scale deposits. By simulating flow regimes at six volume …
Proposing a high-precision petroleum pipeline monitoring system for identifying the type and amount of oil products using extraction of frequency characteristics and a …
AM Mayet, KS Nurgalieva, AA Al-Qahtani… - Mathematics, 2022 - mdpi.com
Setting up pipelines in the oil industry is very costly and time consuming. For this reason, a
pipe is usually used to transport various petroleum products, so it is very important to use an …
pipe is usually used to transport various petroleum products, so it is very important to use an …
Using particle swarm optimization and artificial intelligence to select the appropriate characteristics to determine volume fraction in two-phase flows
AM Iliyasu, AS Benselama, DK Bagaudinovna… - Fractal and …, 2023 - mdpi.com
Global demand for fossil fuels has increased the importance of flow measurement in the oil
sector. As a result, a new submarket in the flowmeter business has opened up. To improve …
sector. As a result, a new submarket in the flowmeter business has opened up. To improve …