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Keywords: optimization problem
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Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, January 24–26, 2023
Paper Number: SPE-212661-MS
... history matching optimization problem reservoir surveillance production control injection environmental protection agency united states government subsurface storage co 2 reservoir characterization emission injection optimization reservoir capacity assessment upstream oil & gas complex...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, January 24–26, 2023
Paper Number: SPE-212614-MS
... artificial intelligence deep learning modeling & simulation optimization problem upstream oil & gas neural network australia government matrix scenario prod enhanced geothermal system porous media machine learning fracture inj simulator equation adam prediction operator...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, January 24–26, 2023
Paper Number: SPE-212620-MS
... the optimization framework flexible to be customized to any specific optimization problem, e.g., optimization of any type of field development decisions, coupling to any industry-standard reservoir simulators and handling any type of objective and constraint functions. The optimization framework has been used...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, January 24–26, 2023
Paper Number: SPE-212663-MS
... & simulation chemical flooding methods interaction experiment engineering reservoir simulation optimization problem netherlands government machine learning swaf flooding concentration foam scenario Introduction The production stages of a traditional crude oil project are normally...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, January 24–26, 2023
Paper Number: SPE-212641-MS
... section or later and cross-refer here). gas injection method artificial intelligence cumulative recovery upstream oil & gas miscible method evolutionary algorithm neural network recovery machine learning optimization problem enhanced recovery workflow prediction variation petroleum...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196654-MS
... monitoring optimization problem production parameter application production control flow metering Reservoir Management MPFM real time system Artificial Intelligence calculation workflow Reservoir Surveillance Upstream Oil & Gas Wellhead rate transient analysis estimation gradient water...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196659-MS
... way to making this process more understandable and easier to implement. Upstream Oil & Gas olympus challenge ensemble reservoir simulation stochastic dominance uncertainty realization optimization problem pragmatic approach development scenario optimisation realization realisation...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196643-MS
... to the Brugge field is presented in order to optimize the waterflooding strategy. Reservoir Characterization machine learning neural network reservoir simulation Artificial Intelligence optimization objective function application NPV optimization problem configuration Upstream Oil & Gas...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196645-MS
... optimization problem injector Reservoir Management fluid movement aquifer representativeness workflow reliability history match producer well scale society of petroleum engineers fluid path Introduction Reservoir management plays a key role in Oil & Gas Industry, defining the optimal...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196662-MS
... to consider a wider range of possible scenarios, for deeper understanding and better risk mitigation. optimization problem constraint workflow reservoir simulation optimization Artificial Intelligence field development optimization and planning allocation global optimization workflow flexible...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196666-MS
.... In this paper, we develop an adjoint based interior-point inexact trust filter sequential quadratic programming (IITRF-SQP) method for solving constrained production optimization problems. Inexact trust-region is an extension of a filter trust region approach, which is used when the control input constraints...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196683-MS
.... The solution combines a quasi- Newton gradient based numerical optimization scheme with a stochastic simplex approximate gradient (StoSAG) algorithm. Because the algorithm is non-intrusive with respect to the fluid flow simulator, we can directly apply the solution on any flow optimization problem without...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196686-MS
... of uncertainty parameters, setup ageneric and efficient approach towards assisted history matching. flow in porous media machine learning optimization problem evolutionary algorithm reservoir simulation permeability value Fluid Dynamics Artificial Intelligence Upstream Oil & Gas perm-poro...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196729-MS
... parameter matrix experimental design optimization problem uncertainty analysis workflow reservoir simulation objective function workflow match quality algorithm search space sensitivity analysis permeability uncertainty matrix Introduction Typically, a reservoir model incorporates...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196709-MS
..., the possibility of reducing residual oil saturation could increase the ultimate oil recovery but at very late time. Artificial Intelligence oil production Upstream Oil & Gas algorithm gas cap flooding optimization problem Surfactant Flooding oil rim reservoir enhanced recovery selection...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, May 8–10, 2017
Paper Number: SPE-186045-MS
... in shale oil reservoirs. The most influential operational factors were also identified for their effects on the CO2-EOR process performance in shale reservoirs. evolutionary algorithm optimization problem machine learning Artificial Intelligence enhanced recovery chemical flooding methods...
Proceedings Papers

Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, May 8–10, 2017
Paper Number: SPE-186085-MS
... fracturing optimization in similar tight oil reservoirs. hydraulic fracturing variation Artificial Intelligence Upstream Oil & Gas flow in porous media Fluid Dynamics optimization problem threshold pressure gradient tight oil reservoir saturation threshold pressure low permeability...

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