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 …
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 …
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 …
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
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 …
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
Accurate prediction of the PVT properties of reservoir oil is of primary importance for
improved oilfield development strategies. Experimental determination of these properties is …
improved oilfield development strategies. Experimental determination of these properties is …
Toward an intelligent approach for determination of saturation pressure of crude oil
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 …
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 …
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 …
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 …
forecasting the phase behavior of oil reservoirs and designing appropriate actions for …
Physics guided data driven model to forecast production rates in liquid wells
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 …
performance based on rates and finding the expected ultimate recoveries. Specifically …