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1-18 of 18
Keywords: evolutionary algorithm
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Proceedings Papers
Erika Hernandez, Suzanne Boekhout, Gijs van Essen, Bert-Rik de Zwart, Nuha Al-Sultan, Basel Al-Otaibi, Adrian Crawford, Michael Obermaier, Ben Dewever
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, January 24–26, 2023
Paper Number: SPE-212586-MS
... learning boundary fracture artificial intelligence evolutionary algorithm criteria sabriyah mauddud dynamic model rebuild north kuwait complex carbonate reservoir asia government kuwait government history workflow permeability plumbing diagram application tailored-made sector-centered...
Proceedings Papers
Gurpreet Singh, Davud Davudov, Emad W. Al-Shalabi, Anton Malkov, Ashwin Venkatraman, Ahmed Mansour, Rosemawati Abdul-Rahman, Barun Das
Publisher: Society of Petroleum Engineers (SPE)
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
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196647-MS
... genetic algorithm neural network evolutionary algorithm modeling well rock property property distribution interpretation synthetic seismogram Reservoir Characterization seismic trace calibration listric fault structural section estimation flower structure Introduction The spatial...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196678-MS
... as a guideline to optimize the process of history matching. machine learning history matching parameterization evolutionary algorithm Upstream Oil & Gas PSO reservoir simulation Efficiency misfit Particle Swarm Optimization application control parameter Artificial Intelligence objective...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
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
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 17–19, 2019
Paper Number: SPE-196715-MS
... work clearly illustrates the potential of integrating MOO with new reservoir characterisation methods to improve the quantification of uncertainties in reservoir performance predictions in carbonate reservoirs. machine learning Artificial Intelligence gas production evolutionary algorithm...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
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
V. Babin, R. R. Yaubatyrov, O. Ushmaev, D. Kremer García, M. Golitsyna, A. Semenikhin, D. Echeverría Ciaurri
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, May 8–10, 2017
Paper Number: SPE-186024-MS
... analytic cost function Particle Swarm Optimization evolutionary algorithm optimization algorithm multi-start pso attractor MPSO cost function Introduction Reservoir model inversion and uncertainty quantification very often come hand in hand, being the latter an outcome of the former...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, May 8–10, 2017
Paper Number: SPE-186010-MS
... Abstract A cloud-distributed optimization algorithm applicable to large scale, constrained, multiobjective, optimization problems, such as steamflood redistribution, is presented. The proposed algorithm utilizes the so-called Metamodel Assisted Evolutionary Algorithm (MAEA) as its algorithmic...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 14–16, 2015
Paper Number: SPE-175646-MS
... has been applied for the first time in oil & gas industry to find the best optimum well location for maximum well productivity. The Imperialist Competitive Algorithm (ICA) is an evolutionary algorithm that mimics the social political imperialist competition. In this algorithm, an initial...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 14–16, 2015
Paper Number: SPE-175590-MS
... use two different techniques: penalty functions, and decoder. Decoder, which transforms the shape of search space, was introduced in Koziel and Michalewicz (1999) to incorporate constraints into Evolutionary Algorithms. To the best of our knowledge, coupling decoder with the PSO algorithm...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterisation and Simulation Conference and Exhibition, September 14–16, 2015
Paper Number: SPE-175618-MS
... significantly. Artificial Intelligence approximation History evolutionary algorithm sayyafzadeh neural network model-management strategy fitness function machine learning Upstream Oil & Gas information fidelity reduction society of petroleum engineers algorithm history matching...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterization and Simulation Conference and Exhibition, September 16–18, 2013
Paper Number: SPE-165990-MS
... the "heavy-hitters" with the highest impact on the history-match process were identified and thouroughly investigated. evolutionary algorithm Upstream Oil & Gas machine learning history matching reservoir simulation oil reservoir History adjustement input parameter production history...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterization and Simulation Conference and Exhibition, September 16–18, 2013
Paper Number: SPE-165943-MS
.... The methodology proposed helps to accelerate decision-making with more technical support and has the flexibility to reevaluate the exploitation strategies and to maximize projects profitability. evolutionary algorithm reservoir simulation Artificial Intelligence simulation model machine learning...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Reservoir Characterization and Simulation Conference and Exhibition, September 16–18, 2013
Paper Number: SPE-165970-MS
... fracture probability quantification j-th component permy Bayesian Framework machine learning history matching ymf 2 data Error permeability injection Standard Deviation Oil Recovery evolutionary algorithm spe 165970 Introduction Production forecasts for petroleum reservoirs...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/EAGE Reservoir Characterization and Simulation Conference, October 19–21, 2009
Paper Number: SPE-125539-MS
... Characterization Reservoir Surveillance production control Artificial Intelligence Directional Drilling trajectory Drilling Cost optimization problem cumulative production chromosome string Simulation kickoff point well placement Interwell Interference well trajectory evolutionary algorithm...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/EAGE Reservoir Characterization and Simulation Conference, October 19–21, 2009
Paper Number: SPE-125512-MS
... techniques (EnKF) and stochastic optimizers (Evolutionary Algorithm - EA) were analyzed. Both algorithms are population based, they have similar implementation properties but differing optimization characteristics. A hybrid optimizer which couples an EnKF approach and the advantages of an Evolutionary...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/EAGE Reservoir Characterization and Simulation Conference, October 19–21, 2009
Paper Number: SPE-125848-MS
... Characterization evolutionary algorithm machine learning flow in porous media Upstream Oil & Gas precipitation Artificial Intelligence waterflooding caprock enhanced recovery reservoir simulation Saline Aquifer reservoir geomechanics optimization problem Fluid Dynamics Nghiem storage...