Implementation of SVM framework to estimate PVT properties of reservoir oil

S Rafiee-Taghanaki, M Arabloo, A Chamkalani… - Fluid Phase …, 2013 - Elsevier
Through this work, a novel mathematical-based approach was proposed to develop reliable
models for calculation of PVT properties of crude oils at various reservoir conditions. For this …

Enhanced machine learning—ensemble method for estimation of oil formation volume factor at reservoir conditions

P Kharazi Esfahani, K Peiro Ahmady Langeroudy… - Scientific Reports, 2023 - nature.com
Since the oil formation volume factor (Bo) is crucial for various calculations in petroleum
engineering, such as estimating original oil in place, fluid flow in the porous reservoir …

Performance comparison of bubble point pressure from oil PVT data: Several neurocomputing techniques compared

H Ghorbani, DA Wood, A Choubineh… - Experimental and …, 2020 - Springer
Abstract Pressure–Volume–Temperature (PVT) characterization of a crude oil involves
establishing its bubble point pressure, which is the pressure at which the first gas bubble …

Deep learning approach for robust prediction of reservoir bubble point pressure

FS Alakbari, ME Mohyaldinn, MA Ayoub… - ACS omega, 2021 - ACS Publications
The bubble point pressure (P b) is a crucial pressure–volume–temperature (PVT) property
and a primary input needed for performing many petroleum engineering calculations, such …

Application of constrained multi-variable search methods for prediction of PVT properties of crude oil systems

M Arabloo, MA Amooie, A Hemmati-Sarapardeh… - Fluid Phase …, 2014 - Elsevier
Accurate prediction of the PVT properties of reservoir oil is of primary importance for
improved oilfield development strategies. Experimental determination of these properties is …

Toward an intelligent approach for determination of saturation pressure of crude oil

A Farasat, A Shokrollahi, M Arabloo… - Fuel processing …, 2013 - Elsevier
Bubble point pressure is a crucial PVT parameter of reservoir fluids, which has a significant
effect on oil field development strategies, reservoir evaluation and production calculations …

Application of soft computing approaches for modeling saturation pressure of reservoir oils

R Talebi, MM Ghiasi, H Talebi… - Journal of Natural Gas …, 2014 - Elsevier
Accurate determination of bubble pressure of reservoir fluid at reservoir conditions is one of
the important parameter which is necessary for various calculations in petroleum …

A residual oil zone (ROZ) assessment methodology with application to the central basin platform (Permian Basin, USA) for enhanced oil recovery (EOR) and long-term …

CÖ Karacan, ST Brennan, ML Buursink… - Geoenergy Science and …, 2023 - Elsevier
Residual oil zones (ROZ) form due to various geologic conditions and are located below the
oil/water contact (OWC) of main pay zones (MPZ). Since ROZs usually contain immobile oil …

Implementing ANFIS for prediction of reservoir oil solution gas-oil ratio

HA Zamani, S Rafiee-Taghanaki, M Karimi… - Journal of Natural Gas …, 2015 - Elsevier
Thorough knowledge of PVT properties of oil and gas reservoirs plays an important role in
forecasting the phase behavior of oil reservoirs and designing appropriate actions for …

Physics guided data driven model to forecast production rates in liquid wells

U Sinha, H Zalavadia, S Sankaran - SPE Oklahoma City Oil and Gas …, 2023 - onepetro.org
In the development of shale plays, significant emphasis has been laid on forecasting well
performance based on rates and finding the expected ultimate recoveries. Specifically …