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Keywords: optimization problem
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Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201254-MS
... optimization problem under subsurface uncertainty as a Partially Observable Markov Decision Process (POMDP) and solve it through a RL algorithm in order to find an optimal drilling policy. Our methodology works for a general reservoir with a given set of geological model representing. To speed up the learning...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201257-MS
... reconciliation is possible. Well-control man¬ agement relies on joint optimization of drilling location and control. Calibration is formulated as an optimization problem where the discrepancy between measurements and model output is minimized through changes in reservoir parameters. The methodology is...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201298-MS
... simulation inflow performance liquid rate statistics artificial intelligence optimization problem gas injection rate target injection differential gas lift gas consumption bopd categorization society of petroleum engineers Artificial lift systems (ALS) are widely used in the oil and gas...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201300-MS
... optimization problem reserves evaluation project value optional well information procedure flexibility reservoir model At the early stages of offshore oil exploration, discoveries were large in size. Despite the high uncertainty in terms of both costs and income, these projects were considered...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201283-MS
... potential to find the optimum solution field-wide as far as reservoir forces are concerned. Ideally, phase flow rates, pressure draw-down and pressure drop across IC should be included in the optimization problem. Instantaneous optimization is where the optimizer is integrated within the reservoir...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201319-MS
... monitoring production control well performance optimization problem asset and portfolio management artificial intelligence reservoir surveillance drillstem testing inflow performance platform reservoir simulation powerful asset management optimization tool workflow automation production database...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201325-MS
... recovery optimization problem history matching equation of state waterflooding injector arrival time well rate coefficient fluid modeling production control artificial intelligence neural network upstream oil & gas training dataset producer geological modeling production monitoring...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201374-MS
... objective function oil production enhanced recovery flow in porous media waterflooding concentration assessment reservoir surveillance optimization problem upstream oil & gas ce value pareto front solution evolutionary algorithm production monitoring artificial intelligence neural network...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201379-MS
.... optimization problem artificial intelligence machine learning upstream oil & gas simulation accuracy well control optimization optimization ml algorithm neural network ml technique iteration simulation run iterative discrete latin hypercube equation coefficient optimization algorithm...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201499-MS
... risk. Additionally, the geomechanical simulation results are used to quantify the risk associated with ground surface displacement and plastic strain, which are extracted from the simulation outputs. A multi-objective optimization problem is formulated to maximize CO 2 storage while minimizing the two...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201557-MS
.... thermal method reservoir characterization production control reservoir surveillance enhanced recovery shale oil flow in porous media hydraulic fracturing equation of state fluid modeling chemical flooding methods artificial intelligence shale gas optimization problem machine learning...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201696-MS
... human intervention. artificial intelligence gas injection gas lift production allocation deep learning forecasting machine learning neural network flow test artificial lift system optimization problem upstream oil & gas cumulative oil sensor society of petroleum engineers...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201721-MS
... optimization problem. artificial intelligence machine learning enhanced recovery thermal method sagd cycle length co 2 upstream oil & gas optimization case cycle optimization case huff-n-puff process reservoir model optimization problem constraint design variable procedure hnp process...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201760-MS
... learning optimization problem artificial intelligence upstream oil & gas simulation network model injection rate hydraulic model gas rate software optimization genetic algorithm enhanced recovery waterflooding greater kuparuk area performance curve drillsite header pressure network...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 30–October 2, 2019
Paper Number: SPE-200305-STU
... effectiveness. The obtained results indicate that the proposed algorithm determines underground gas storage control that maximizes its energetic efficiency and allows to achieve additional financial income without any extra investment because only wells control is changed. optimization problem reservoir...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 30–October 2, 2019
Paper Number: SPE-195917-MS
... and maintaining proximity with the given well plan. Artificial Intelligence Upstream Oil & Gas curvature Directional Drilling constraint optimization problem autonomous directional drilling trajectory real time system drilling operation attitude well plan zalluhoglu azimuth...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 30–October 2, 2019
Paper Number: SPE-195901-MS
...-Polymer. optimization problem concentration salinity enhanced recovery Upstream Oil & Gas pressure drop waterflooding mechanism Petroleum Science Artificial Intelligence fine migration injection reaction oil recovery factor fine transport permeability deposition formation damage...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 30–October 2, 2019
Paper Number: SPE-196031-MS
... Operations Research optimization use in the petroleum industry. Artificial Intelligence Upstream Oil & Gas Simulation dynamic programming OnePetro optimization problem constraint optimization technique optimization Operation Research requirement linear programming optimization model...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 30–October 2, 2019
Paper Number: SPE-196071-MS
... lifecycle. artificial lift system optimization problem oil production Engineer Artificial Intelligence gas lift completion application gas injection transverse fracture Production Result reservoir optimization production optimization gas injection rate fracture permeability hydraulic...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 30–October 2, 2019
Paper Number: SPE-196182-MS
... function and the Pareto front, which provides constraints and reduces uncertainties involved by the multi-objective optimization process. Artificial Intelligence oil production objective optimization problem normalization Pareto front optimal architecture Oil Recovery neural network storage...

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