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Keywords: Artificial Intelligence
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Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Conference, September 28–October 2, 2020
Paper Number: SPE-199911-MS
.... Finally, physical behavior observed at micro and macro scale is transferred to the core scale. fluid modeling enhanced recovery production monitoring multiphase flow flow in porous media scaling method artificial intelligence fluid dynamics porosity mesaverde formation upstream oil...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Conference, September 28–October 2, 2020
Paper Number: SPE-199933-MS
... the final predictive model can predict oil rate reasonably good enough that can compete with results of dynamic reservoir numerical simulation. production monitoring production control artificial intelligence production logging thermal method enhanced recovery upstream oil & gas steam...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Conference, September 28–October 2, 2020
Paper Number: SPE-199917-MS
... recovery modeling & simulation neural network deep learning machine learning chemical flooding methods training dataset chamber development heterogeneity artificial intelligence sagd reservoir simulation fluid dynamics shale barrier production time-sery data application chamber edge...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Conference, September 28–October 2, 2020
Paper Number: SPE-199906-MS
... gravity drainage production control chamber evolution artificial intelligence particle steam chamber evolution particle-tracking method us government particle-tracking model fluid dynamics distance measure well pair shale barrier configuration hausdorff distance production period...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Conference, September 28–October 2, 2020
Paper Number: SPE-199907-MS
... model by optimizing steam delivery aided by Artificial Intelligence (AI) and machine learning enabled algorithms for automated numerical tuning, and dynamic gridding technologies. The model contains 15 pads, 96 well pairs (192 wells), 12.6 million active simulation grid blocks, and represents a typical...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Conference, September 28–October 2, 2020
Paper Number: SPE-199908-MS
... capital cost and reducing greenhouse gas emissions. thermal method machine learning bitumen complex reservoir artificial intelligence optimization problem enhanced recovery sagd oil sand steam-solvent combination steam-assisted gravity drainage upstream oil & gas logarithmically...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Technical Conference, March 13–14, 2018
Paper Number: SPE-189747-MS
... with a relatively high success rate. However, more data and additional data transformations are required to verify the practicality of our approach. More refined sub-period estimates in each Current Time Periods may help in developing improved models. Artificial Intelligence current period motor current...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Technical Conference, March 13–14, 2018
Paper Number: SPE-189735-MS
... to support the use of data-driven models as complementary and computationally-efficient tools for inference of shale barriers. machine learning enhanced recovery steam-assisted gravity drainage thermal method SAGD neural network Simulation time-sery data Artificial Intelligence Upstream Oil...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Technical Conference, March 13–14, 2018
Paper Number: SPE-189718-MS
... design variable outflow control device velocity vector original design boundary condition slotted liner Artificial Intelligence Upstream Oil & Gas evenness factor control device investigation nozzle society of petroleum engineers OCD Introduction In the oil industry, steam...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Technical Conference, March 13–14, 2018
Paper Number: SPE-189772-MS
... are properly accounted for, while also being immune to numerical issues like grid orientation effects that can have significant impact on results of reservoir simulation. Artificial Intelligence reservoir simulation data physics model enhanced recovery steam-assisted gravity drainage edge producer...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Technical Conference, March 13–14, 2018
Paper Number: SPE-189725-MS
... approach can be also applied to different complex problems such as robust optimization for various recovery methods from conventional to unconventional reservoirs. thermal method Reservoir Characterization Artificial Intelligence history matching steam-assisted gravity drainage enhanced recovery...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Technical Conference, March 13–14, 2018
Paper Number: SPE-189764-MS
... Reservoir Surveillance complex reservoir Artificial Intelligence Upstream Oil & Gas production monitoring bitumen reservoir simulation electromagnetic heating dipole antenna electrical length antenna rf dielectric heating oil production dielectric heating Antenna Design electric field...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Technical Conference, March 13–14, 2018
Paper Number: SPE-189770-MS
... geologically consistent history matching training image prediction hamdi geologic modeling Artificial Intelligence history matching probability perturbation method facies distribution society of petroleum engineers SAGD process reservoir model Introduction Reservoir interpretation, modelling...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Technical Conference, March 13–14, 2018
Paper Number: SPE-189740-MS
... injection in SAGD process. In this study an analytical tool is developed using time-of-flight (ToF) concept to match the temperature fall-off data. The tool is used to discuss successful and failed cases in Suncor McKay River asset. thermal method enhanced recovery Artificial Intelligence...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Technical Conference, February 15–16, 2017
Paper Number: SPE-185007-MS
... be maximized. The optimum length of interruption depends on the initial period of steam injection. Artificial Intelligence Upstream Oil & Gas thermal method SAGD initial steam injection period steam interruption Nourozieh SAGD process Modeling & Simulation model 1 steam injection steam...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Technical Conference, February 15–16, 2017
Paper Number: SPE-185014-MS
... SAGD solvent recovery cylinder steam drive Artificial Intelligence fraction steam-assisted gravity drainage complex reservoir separator sampler Bitumen Composition water cut data Hydrocarbon Composition manual sample turnaround insitu performance presentation aer composition algorithm...
Proceedings Papers

Paper presented at the SPE Canada Heavy Oil Technical Conference, February 15–16, 2017
Paper Number: SPE-184978-MS
... by interconnecting vapour chamber conditions and the conditions of heated and diluted oil ahead of the interface. enhanced recovery Artificial Intelligence logic & formal reasoning SAGD thermal method steam-solvent combination steam-assisted gravity drainage solvent-sagd process viscosity...

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