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Keywords: optimization problem
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Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-199988-MS
... analytical approach was developed by Oda (1985) . More advanced flow-based upscaling techniques and local-global upscaling schemes have also been developed ( Chen et al., 2003 ). pressure transient analysis machine learning production monitoring production forecasting optimization problem pressure...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, March 13–14, 2018
Paper Number: SPE-189786-MS
... uncertainty can also be achieved, which assists in understanding the range of parameters which can be used to successfully match the flowback data. flow in porous media history matching palisade evolver equivalent generation machine learning solver optimization problem Fluid Dynamics iteration...
Proceedings Papers

Paper presented at the SPE Unconventional Resources Conference, February 15–16, 2017
Paper Number: SPE-185046-MS
... Intelligence Upstream Oil & Gas Montney formation stimulation design low quality micro-seismic data sensitivity analysis Reservoir Characterization optimization problem completion recovery micro-seismic data fracture half-length horizontal well well performance proppant mass fracture stage...
Proceedings Papers

Paper presented at the SPE Unconventional Resources Conference, February 15–16, 2017
Paper Number: SPE-185075-MS
... hydraulic fracturing half length sensitivity reservoir section Artificial Intelligence optimization problem Efficiency perforation cluster injection optimization fracture reservoir hydraulic fracture permeability hm case SRV Analytical modeling can provide estimates for hydraulic...
Proceedings Papers

Paper presented at the SPE Unconventional Resources Conference, February 15–16, 2017
Paper Number: SPE-185082-MS
... approaches and provides a novel workflow on how to quantify the uncertainty for the shale and tight formations using numerical simulations to provide reliable probabilistic forecasts. Bayesian Inference history matching posterior distribution probabilistic forecasting machine learning optimization...
Proceedings Papers

Paper presented at the SPE/CSUR Unconventional Resources Conference, October 20–22, 2015
Paper Number: SPE-175939-MS
... times and manageable model running times. The workflow could be applied to other similar fields or formations, such as the Horn River in north-eastern British Columbia or the Duvernay in central Alberta. hydraulic fracturing liquified natural gas optimization problem Artificial Intelligence...
Proceedings Papers

Paper presented at the SPE Unconventional Resources Conference Canada, November 5–7, 2013
Paper Number: SPE-167246-MS
... horizontal wellbore and HF stages placement can improve the NPV of unconventional projects. optimization problem gas reservoir Optimization Approach shale gas constraint control vector Artificial Intelligence Upstream Oil & Gas optimization homogeneous case wellbore placement placement...
Proceedings Papers

Paper presented at the SPE Canadian Unconventional Resources Conference, October 30–November 1, 2012
Paper Number: SPE-161641-MS
... and so forth, until a maximum J D is accomplished. optimization problem fracture half length fracture height fracture half-length upstream oil & gas dimensionless productivity index fracture design design optimization artificial intelligence dimensionless fracture conductivity...
Proceedings Papers

Paper presented at the SPE Canadian Unconventional Resources Conference, October 30–November 1, 2012
Paper Number: SPE-162663-MS
... sensitive to the conventional measurement data. This newly developed technique has good computation efficiency and is suitable for performing uncertainty analysis under the same framework. optimization problem water saturation experiment artificial intelligence upstream oil & gas history...
Proceedings Papers

Paper presented at the Canadian Unconventional Resources Conference, November 15–17, 2011
Paper Number: SPE-148855-MS
... through sand beds. It provides valuable information on propagation and retention behavior of nanoparticles. Considering the rapidly rising use of nanoparticles in industry, such transport will be encountered in many industrial applications and environmental problems. enhanced recovery optimization...
Proceedings Papers

Paper presented at the Canadian Unconventional Resources Conference, November 15–17, 2011
Paper Number: SPE-149010-MS
... optimization technique fitness function genetic algorithm heterogeneous reservoir chromosome application evolution nonlinear proxy sagd initial population optimization problem proxy fitness value algorithm csor Different versions of steam injection are used to extract most of Alberta’s...
Proceedings Papers

Paper presented at the Canadian Unconventional Resources and International Petroleum Conference, October 19–21, 2010
Paper Number: SPE-137427-MS
... 16.3 M$ to 25.79 M$ over 8 yrs. landing position thermal method csug spe 137427 injection rate optimization problem steam-assisted gravity drainage upstream oil & gas casing design injector optimization base case low perm barrier operation wellbore enhanced recovery well pair...
Proceedings Papers

Paper presented at the Canadian Unconventional Resources and International Petroleum Conference, October 19–21, 2010
Paper Number: SPE-137480-MS
... prediction reservoir model history matching variance optimization problem enkf algorithm reservoir kalman filter artificial intelligence permeability History matching is the art of calibrating reservoir simulation models to past production data available from the field. From a systems...
Proceedings Papers

Paper presented at the Canadian Unconventional Resources and International Petroleum Conference, October 19–21, 2010
Paper Number: SPE-137833-MS
... variations in both rate and composition of the solvent. This is also the case for reservoirs with associated basal water. This results in an optimization problem that has a large number of dimensions, and is very nonlinear. Genetic algorithms, which mimic biological evolution, have been found to be extremely...
Proceedings Papers

Paper presented at the Canadian Unconventional Resources and International Petroleum Conference, October 19–21, 2010
Paper Number: SPE-138178-MS
... coefficient pressure transient analysis artificial intelligence optimization algorithm csug spe 138178 algorithm inverse problem best-fit parameter optimization problem leakage parameter magnitude confidence interval pressure transient testing aquifer One way to cut the carbon dioxide (CO...
Proceedings Papers

Paper presented at the Canadian Unconventional Resources and International Petroleum Conference, October 19–21, 2010
Paper Number: SPE-138054-MS
.... thermal method controller temperature contour flow in porous media process variable fcv pid controller optimization problem artificial intelligence optimization algorithm sagd injection flow path upstream oil & gas enhanced recovery fluid dynamics horizontal injector csug spe 138054...

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