[HTML][HTML] First principles and machine learning virtual flow metering: a literature review

T Bikmukhametov, J Jäschke - Journal of Petroleum Science and …, 2020 - Elsevier
Abstract Virtual Flow Metering (VFM) is an increasingly attractive method for estimation of
multiphase flowrates in oil and gas production systems. Instead of using expensive …

Modelling oil and gas flow rate through chokes: A critical review of extant models

OE Agwu, EE Okoro, SE Sanni - Journal of Petroleum Science and …, 2022 - Elsevier
Oil and gas metering is primarily used as the basis for evaluating the economic viability of oil
wells. Owing to the economic implications of oil and gas metering, the subject of oil and gas …

Prediction of gas-liquid two-phase choke flow using Gaussian process regression

Y Jiang, J Jia, Y Li, Y Kou, S Sun - Flow Measurement and Instrumentation, 2021 - Elsevier
In the process of shale gas production, it is of great significance to select an appropriate
mathematical method to accurately predict the gas flow rate of wellhead choke for the …

Thermodynamic study on the natural gas condensation in the throttle valve for the efficiency of the natural gas transport system

Z Li, C Zhang, C Li, W Jia - Applied Energy, 2022 - Elsevier
The condensation of natural gas in the throttle valve may affect and even damage the
downstream equipment, which threatens the safety and efficiency of the natural gas …

Development of an accurate method to prognosticate choke flow coefficients for natural gas flow through nozzle and orifice type chokes

S Naseri, A Tatar, A Shokrollahi - Flow Measurement and Instrumentation, 2016 - Elsevier
One of the main components in oil and gas production system is choke valve. The choke
valve role is maintaining sufficient back pressure to prevent water gas coning and formation …

[HTML][HTML] On gray-box modeling for virtual flow metering

M Hotvedt, B Grimstad, D Ljungquist… - Control Engineering …, 2022 - Elsevier
A virtual flow meter (VFM) enables continuous prediction of flow rates in petroleum
production systems. The predicted flow rates may aid the daily control and optimization of a …

Design of flow control devices in steam-assisted gravity drainage (SAGD) completion

S Banerjee, B Hascakir - Journal of Petroleum Exploration and Production …, 2018 - Springer
Commercialization of the steam-assisted gravity drainage (SAGD) process has made
recovery of heavy oil/bitumen possible in a number of reservoirs hindered by hydrocarbon …

Workflow to predict wellhead choke performance during multiphase flow using machine learning

SA Alarifi - Journal of Petroleum Science and Engineering, 2022 - Elsevier
Multiphase flow metering in oil and gas production wells is essential for monitoring the
production performance from oil and gas reservoirs. Accurate measurements of multiphase …

Developing a Digital Twin for Offshore Wells using Physics-Rooted Models

W Sindi - Offshore Technology Conference, 2023 - onepetro.org
Accurate understanding of the physics of the wellbore and knowledge of production rates
are essential as they serve as a key input to modelling and therefore affect results and the …

Application of accelerated fixed-point algorithms to hydrodynamic well-fracture coupling

V Aksenov, M Chertov, K Sinkov - Computers and Geotechnics, 2021 - Elsevier
The coupled simulations of dynamic interactions between the well, hydraulic fractures and
reservoir have significant importance in some areas of petroleum reservoir engineering …