... efficiency, are considered. Appropriate linear and nonlinear constraints, involving the geometry of the well configuration, injection rates, and injected mass (for pressure management), are specified. Two derivative-free algorithms, particle swarm optimization (PSO) and differential evolution (DE...

... and demonstrate that the upscaled parameters can be accurately predicted for a realistic fracture configuration from an outcrop data. The accuracy of the DPDP results with the predicted model closures is assessed by a comparison with the corresponding fine-scale discrete fracture-matrix (DFM) simulation of a two...

... configuration time-sery data steam-assisted gravity drainage shale barrier true model matrix temperature profile deep learning observation well input feature realization production profile machine learning neural network steam chamber Reservoir Heterogeneity configuration cnn model temperature...

... fracture propagation Artificial Intelligence Engineering displacement international journal configuration propagation fracture Modeling & Simulation hydraulic fracture propagation criterion simulator porous media matrix boundary society of petroleum engineers computer method...

... trajectory simultaneous optimization potential location drilling order NPV optimal npv optimization producer Upstream Oil & Gas drilling order optimization sequential optimization algorithm joint optimization machine learning configuration gradient evolutionary algorithm optimal solution...

... stress field current configuration reference configuration geomechanics simulator sequential method reservoir geomechanics Upstream Oil & Gas geomechanics time discretization configuration constitutive relation permeability elastoplastic geomechanics deformation Introduction...

... parallelism solver matrix factorization architecture reservoir simulation reservoir simulator cpu version algorithm preconditioner efficiency society of petroleum engineers configuration Introduction Basin modeling or reservoir simulations with highly heterogeneous petrophysical data...

... in porous media gridblock Artificial Intelligence Upstream Oil & Gas platform fracture continuum pressure profile natural fracture simulation platform fracture fracture model gas reservoir configuration reservoir permeability unconventional gas reservoir gas production fracture network...

... & Simulation node GPU compositional model parallel acceleration speedup factor algorithm solver configuration CPU saudi arabia government spe 163591 Introduction Modern reservoir simulators in use by the oil and gas industry are computationally intensive software packages which are complex...

.... optimization problem objective function PSO Artificial Intelligence field development well control Upstream Oil & Gas Simulation optimization iteration optimization variable relaxation constraint particle spe 163631 procedure production well configuration Optimization Method well...

... Sequestration Simulation fluid property Reservoir Conditions configuration interaction experimental data lookup table density change Introduction CO 2 sequestration for long-term storage in the subsurface geological formulations, such as depleted reservoirs and deep saline aquifers, has been...

... Figure 10 shows the plateau has been enhanced using this technique. Many aspects of the multi-lateral well can be parameterized to allow an optimal placement and configuration to be achieved. These include parameterization of motherbore and lateral length, lateral azimuth and inclination...

... are assumed to flow with the same velocity, a drift flux model that supports different phase velocities or derived from pre-calculated vertical flow performance (VFP) tables. Each segment can have completions in none, one or more reservoir grid blocks and segment configurations can be constructed to model...

...-slip fault zone. The discrete fracture model is shown to provide results in close agreement with those of a reference finite difference simulator in cases where direct comparisons are possible. artificial intelligence discrete fracture model configuration matrix fluid dynamics simulator...

.... open fracture fluid pressure interaction engineering hydraulic fracturing reservoir geomechanics reservoir characterization heterogeneity configuration permeability fluid flow differential reservoir simulation pressure gradient upstream oil & gas deformation analysis discontinuous...

... , 22 During the initial phase of setting up a reservoir model to be used for reservoir prediction, various combinations of model parameters have to be tested. At this stage several initial configurations are usable. The location of model parameters in a search space of possible realizations which...

... We compute the skin for each segment using a generalization of the standard skin expression: 15 (7) s ( i w , i s ) = ( k ∗ k a − 1 ) ln r a r w   . Abstract Complex well configurations coupled with intelligent completions offer...

... application splitting test case physical memory upstream oil & gas simulator cpu time verdière quettier scaling method elapsed time configuration waterflooding equation of state thompson spe 51887 iteration fluid dynamics reservoir characterization number communication enhanced...

... fracture wellbore propagation rate upstream oil & gas iteration configuration eqn borehole interaction fluid flow stress field wing length fracture wing probe fracture growth interface hydraulic fracture bimaterial interface displacement trajectory hydraulic fracturing...

... Upstream Oil & Gas Riemann problem discontinuity configuration equation breakthrough buckley-leverett equation procedure artificial dissipation multi-dimensional buckley-leveret equation saturation contour 0 PSM test problem contour 0 dissipation analytically numerical...