... in porous media upstream oil & gas relative permeability equation of state absolute permeability network model effective permeability relative permeability curve artificial intelligence reservoir simulation flow property multiphase flow property poweder river basin society of petroleum...

... inflicting no additional capital cost and reducing greenhouse gas emissions. enhanced recovery machine learning sagd reservoir simulation bitumen complex reservoir oil sand steam-solvent combination steam-assisted gravity drainage thermal method artificial intelligence optimization problem...

.... Steam injection and allocation between wells and multiple pads then becomes an exercise of optimizing cost, and improving productivity and net present value (NPV). A case study is performed on a full field SAGD model by optimizing steam delivery aided by Artificial Intelligence (AI) and machine...

... artificial intelligence sagd reservoir simulation fluid dynamics shale barrier chamber development application chamber edge heterogeneous case reservoir surveillance flow in porous media steam-assisted gravity drainage upstream oil & gas training dataset workflow evolution neural network...

... boundaries of physical operation. production control production monitoring enhanced recovery gas injection upstream oil & gas asset and portfolio management artificial intelligence gas lift reservoir simulation objective function constraint oil production artificial lift system...

... wellbore seismic flow regime distribution application unconventional resource technology conference artificial intelligence neural network upstream oil & gas liquid rate november 30 technology conference steam-assisted gravity drainage inch screen das flow regime fiber optic...

... enough that can compete with results of dynamic reservoir numerical simulation. production monitoring machine learning reservoir surveillance production logging upstream oil & gas sagd production control artificial intelligence steam-assisted gravity drainage log-log model plateau...

... & gas steam particle shale barrier realization chamber evolution particle particle-tracking model production control artificial intelligence us government fluid dynamics distance measure well pair leung shale barrier configuration particle-tracking method hausdorff distance production...

... are properly accounted for, while also being immune to numerical issues like grid orientation effects that can have significant impact on results of reservoir simulation. Artificial Intelligence reservoir simulation data physics model machine learning SAGD enhanced recovery injector steam-assisted...

... recovery Upstream Oil & Gas temperature variation injector steam injection ghannadi temperature fall-off interpretation thermal diffusivity bitumen falloff reservoir producer Circulation Time permeability Artificial Intelligence circulation viscosity steam circulation temperature...

... distribution. The provided model and the design optimization algorithm could ultimately improve the heating efficiency. enhanced recovery steam-assisted gravity drainage thermal method optimization problem Artificial Intelligence Upstream Oil & Gas Simulation pressure drop steam distribution...

... gravity drainage Artificial Intelligence enhanced recovery reservoir simulation thermal method SAGD Upstream Oil & Gas oil production Reservoir Heterogeneity production profile SAGD production flow simulation matrix training data history matching near-well region algorithm shale...

... with a relatively high success rate. However, more data and additional data transformations are required to verify the practicality of our approach. More refined sub-period estimates in each Current Time Periods may help in developing improved models. Artificial Intelligence current period motor current...

... reservoir temperature distribution heating concave antenna convex design oil sand Artificial Intelligence Upstream Oil & Gas electromagnetic heating dipole antenna electrical length antenna production monitoring bitumen rf dielectric heating oil production dielectric heating Antenna...

... to support the use of data-driven models as complementary and computationally-efficient tools for inference of shale barriers. enhanced recovery Artificial Intelligence machine learning neural network steam-assisted gravity drainage Simulation Upstream Oil & Gas parameterization...

... result SAGD Upstream Oil & Gas water saturation workflow SAGD process Artificial Intelligence history matching geological realization probabilistic forecasting oil recovery factor reservoir simulation Thickness shale barrier SAGD performance reference model shale proportion...

... to be an efficient approach for history matching in presence of complex reservoir geology. thermal method enhanced recovery reservoir simulation Reservoir Characterization geological modeling SAGD geologic modeling Artificial Intelligence steam-assisted gravity drainage probability model History...

.... enhanced recovery steam-assisted gravity drainage thermal method Modeling & Simulation machine learning SAGD radarsat-2 satellite cyclic steam stimulation ground deformation injection deformation accuracy ground movement monitoring CSS operation society of petroleum engineers Artificial...

... characterized any changes to ICD flow relationships before and after the trial. Inspections of the devices post-operation provided crucial learnings on the mechanical integrity of such systems. Reservoir Surveillance injector completion machine learning Artificial Intelligence drawdown field trial...

... measurement remediation of hydrates Phase Behavior cylinder wc-b-b3 bitumen saturation pressure Artificial Intelligence Production Chemistry scale inhibition blind cell phase composition composition sample cylinder MPa propane content light solvent-rich phase bitumen boundary heavy pitch...