[HTML][HTML] Implementation of multilayer perceptron (MLP) and radial basis function (RBF) neural networks to predict solution gas-oil ratio of crude oil systems
AH Fath, F Madanifar, M Abbasi - Petroleum, 2020 - Elsevier
Exact determination of pressure-volume-temperature (PVT) properties of the reservoir oils is
necessary for reservoir calculations, reservoir performance prediction, and the design of …
necessary for reservoir calculations, reservoir performance prediction, and the design of …
[图书][B] Soft computing and intelligent data analysis in oil exploration
M Nikravesh, LA Zadeh, F Aminzadeh - 2003 - books.google.com
This comprehensive book highlights soft computing and geostatistics applications in
hydrocarbon exploration and production, combining practical and theoretical aspects. It …
hydrocarbon exploration and production, combining practical and theoretical aspects. It …
Universal neural-network-based model for estimating the PVT properties of crude oil systems
RB Gharbi, AM Elsharkawy, M Karkoub - Energy & fuels, 1999 - ACS Publications
This study presents a universal neural-network-based model for the prediction of PVT
properties of crude oil samples obtained from all over the world. The data, on which the …
properties of crude oil samples obtained from all over the world. The data, on which the …
Correlations for predicting solution gas/oil ratio, oil formation volume factor, and undersaturated oil compressibility
AM Elsharkawy, AA Alikhan - Journal of Petroleum Science and …, 1997 - Elsevier
Careful estimation of reservoir fluid behavior is necessary for evaluating of hydrocarbon
reserves, predicting future performance, designing production facilities, and planning …
reserves, predicting future performance, designing production facilities, and planning …
Empirical estimating of black oils bubblepoint (saturation) pressure
Accurate estimate of the pressure–volume–temperature (PVT) properties of black oils is of
primary importance for developing oil fields. Experimental determination of these properties …
primary importance for developing oil fields. Experimental determination of these properties …
Bubble point pressure empirical correlation
Bubble point pressure is an important reservoir fluid property. Ideally, Bubble point pressure
is determined experimentally in the laboratory; However, this value is not always available …
is determined experimentally in the laboratory; However, this value is not always available …
A new method of predicting the saturation pressure of oil reservoir and its application
G Yu, F Xu, Y Cui, X Li, C Kang, C Lu, S Li, L Bai… - International Journal of …, 2020 - Elsevier
Saturation pressure is a vital parameter of oil reservoir which can reflect the oilfield
characteristics and determine the oilfield development process, and it is determined by …
characteristics and determine the oilfield development process, and it is determined by …
Explicit neural network-based models for bubble point pressure and formation volume factor prediction
AN Okon, AJ Effiong, DD Daniel - Arabian Journal for Science and …, 2023 - Springer
Most available artificial intelligence models for bubble-point pressure (P b) and oil formation
volume factor (B ob) are multiple-input single-output models that are not reproducible or with …
volume factor (B ob) are multiple-input single-output models that are not reproducible or with …
A new model for estimation of bubble point pressure using a bayesian optimized least square gradient boosting ensemble
S Alatefi, AM Almeshal - Energies, 2021 - mdpi.com
Accurate estimation of crude oil Bubble Point Pressure (Pb) plays a vital rule in the
development cycle of an oil field. Bubble point pressure is required in many petroleum …
development cycle of an oil field. Bubble point pressure is required in many petroleum …
Predicting the bubble-point pressure and formation-volume-factor of worldwide crude oil systems
R Gharbi, AM Elsharkawy - Petroleum science and technology, 2003 - Taylor & Francis
This paper presents models for predicting the bubble-point pressure (P b) and oil formation-
volume-factor at bubble-point (B ob) for crude oil samples collected from several regions …
volume-factor at bubble-point (B ob) for crude oil samples collected from several regions …