... fluid modeling core analysis well logging equation of state drilling operation reserves evaluation drillstem/well testing pvt property resource in place estimate water saturation development concept realization forecast recovery saturation koca field fluid dynamics correlation facies...

.... To build predictive models for Nigerian crudes PVT properties using supervised machine learning techniques (KNN and Random Forests). To compare the results of the different models with the common best performing empirical models. Physical Properties of the Nigerian Crude Physical and chemical...

... in literatures, journals and books, and compared with other realistic conventional PVT correlations, IntelliPVT outperformed these correlations and predicted Crude-Oil PVT properties of Formation Volume Factors, Solution Gas-Oil Ratios, Bubble Point Pressures, Viscosities, and Crude oil compressibilities...

.../experimental data other available derived correlations are used to predict the PVT property. Limit on the number of available data, regional peculiarity of the fluid, several viscosity correlations in the literature have limited accuracy and applicability. This study has developed predictive models using more...

... bubblepoint pressure mathematical prediction profiler society of petroleum engineers PVT measurement PVT property solution gas oil ratio API gravity Introduction Bubblepoint pressure is defined as the pressure at which the first bubble of gas comes out of solution. It is an important parameter...

... studies, Oil FVF at bubblepoint has been estimated as a strong function of Rs, gas density, oil density, and reservoir temperature. B o = f ( R s , γ g , γ o , T ) Oil formation volume factor (Bo) is the most important among other PVT properties that should be carefully...

... Abstract Pressure-volume-temperature (PVT) properties are very paramount in the evaluation of oil and gas performance. They serve as input data in most reservoir engineering calculations such as material balance equation, reserve estimate, reservoir simulation/study. PVT properties are obtained...

... of ANN to predict PVT properties didn't include viscosity at bubblepoint and dead oil viscosity. It is the focus of this work to develop a neural network model that could predict viscosity at bubblepoint and dead-oil viscosity using Nigerian crude with higher accuracy and reliability compared to any...

... on the recovery factor at which the assessment is carried out. This new approach will improve horizontal well planning and management, and consequently economics. Upstream Oil & Gas inflow performance curvature maximum dipr curvature absolute permeability PVT property dIPR curve well length...

... to predict PVT properties. Most correlations in the literature were either modelled using regional data or their level of accuracy is low. Artificial neural network is a new computation strategy that could be used to generate model for predicting PVT properties. It consists of simple arrangement of nodes...

... Intelligence PVT data reservoir fluid property crude oil gravity PVT measurement PVT property Exhibition GMDH mathematical modeling absolute relative error equation new correlation glaso correlation real time system Upstream Oil & Gas correlation accurate estimation crude oil property...

... of uncertainty in PVT properties on enhance oil recovery using CO2 Injection. A homogeneous 3D model using Eclipse 300 a compositional simulator was constructed with eleven components of hydrocarbon constituents present. The Peng –Robinson Equation of state (EOS) was used to characterize the fluids...

... , A P I , T ) Bubble point pressure correlation has received a lot attention 1 because firstly, it is the foundation for the derivation of other oil PVT properties, and secondly, it defines the point of transition of oil from undersaturated to saturated behaviour during depletion. It has...

... network point pressure artificial neural network PVT property ANN model empirical correlation crude oil accuracy spe 167586 international conference Artificial Intelligence bubble point pressure correlation Ikiensikimama bubble point pressure prediction model prediction Performance plot...

... Artificial Intelligence bubblepoint pressure correlation absolute error logic & formal reasoning Upstream Oil & Gas PVT property logic programming bubble point pressure point pressure PVT measurement Vasquez correlation evaluation bubblepoint pressure rb stb Glaso scf stb...

... measurement neural network cross plot machine learning upstream oil & gas pvt property prediction artificial neural network crude oil accuracy modeling approach reservoir temperature statistical parameter ann model correlation empirical correlation spe 162987 society of petroleum...

... parameter Upstream Oil & Gas PVT property Ikiensikimama PVT measurement lasater 14 crude gravity pressure empirical pvt correlation new bubblepoint pressure fluid property bubblepoint pressure niger delta crude reliability analysis engineer Performance plot spe 128893 calculation...