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Keywords: artificial intelligence
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Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-200009-MS
... monitoring modeling & simulation artificial intelligence hydraulic fracturing reservoir simulation upstream oil & gas production forecasting event cluster complex reservoir fracture characterization microseismic event production control enhanced recovery reservoir surveillance asset and...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-200019-MS
... characterization machine learning artificial intelligence hydraulic fracturing well completion multistage fracturing montney formation application proppant completion parameter prediction feature importance horizontal length completion installation and operations accuracy well performance proppant...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-199967-MS
... upstream oil & gas completion machine learning pressure data communication high severity fdi event operation hydraulic fracturing well 1 fdi event visualization society of petroleum engineers completion data fracture artificial intelligence alert well 4 infill well severity fdi event...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-200001-MS
... contact angle core sample fracture application wettability artificial intelligence complex reservoir unconventional resource economics co 2 recovery factor bakken formation unconventional reservoir oil recovery sagd permeability oil shale mechanism recovery incremental oil recovery...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-199988-MS
... transient testing drillstem/well testing production control artificial intelligence hydraulic fracturing complex reservoir history matching dfn model reservoir characterization reservoir surveillance shale gas drillstem testing fracture characterization fluid dynamics fluid modeling scaling...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-200003-MS
... during training phase while it has slight better performance. hydraulic fracturing u-net architecture artificial intelligence upstream oil & gas training dataset recognition neural network ball pumpdown seat operation prediction ball seat event recognition algorithm dataset slurry...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-200000-MS
... directional drilling energy economics production control artificial intelligence complex reservoir unconventional resource economics well performance reservoir characterization reservoir surveillance hydraulic fracturing drilling operation reserves evaluation prediction artificial lift system...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-200006-MS
.... artificial intelligence classification bit selection drilling operation machine learning drilling equipment dysfunction indicator metric information baseline mse value strength drilling parameter drillstring design upstream oil & gas dysfunction identification founder point chart...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-200021-MS
... surveillance reservoir characterization fracturing materials flow in porous media tight gas production forecasting equation of state complex reservoir estimates of resource in place artificial intelligence shale gas drillstem testing reservoir simulation production control log analysis...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-199997-MS
... installation and operations re-fracturing complex reservoir reservoir geomechanics artificial intelligence proppant reservoir characterization fracturing materials hydraulic fracturing wellbore design pore pressure geomechanical modeling rotation fracture interaction fracturing fluid simulation...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, September 28–October 2, 2020
Paper Number: SPE-199976-MS
... stress hydraulic fracture artificial intelligence re-fracturing evie formation fracture otter park formation propagation operation fracture front stress change influence coefficient scenario The principal challenges in low and ultra-low permeability unconventional reservoirs are (1...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, March 13–14, 2018
Paper Number: SPE-189779-MS
... – typically less than 15% ( Clark, 2009 ; Dechongkit and Prasad, 2011 ). This is true not only for the Middle Bakken formation, but also for almost all other unconventional plays around the world. Artificial Intelligence flooding process EOR process Bakken formation reservoir Upstream Oil...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, March 13–14, 2018
Paper Number: SPE-189815-MS
... Upstream Oil & Gas correlation Reservoir Characterization regression model well performance type well procedure economic metric data relationship workflow probability distribution Artificial Intelligence cgr 30 subsurface input input variable PhiH subset variable value evaluator...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, March 13–14, 2018
Paper Number: SPE-189786-MS
... Microsoft hydraulic fracturing Upstream Oil & Gas flowback data algorithm Artificial Intelligence reservoir simulation deterministic match drillstem testing MC simulation drillstem/well testing fracture relative permeability exponent application Clarkson breakthrough pressure...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, March 13–14, 2018
Paper Number: SPE-189806-MS
... Artificial Intelligence neural network residual saturation imbibition saturation spontaneous imbibition fracture machine learning flow in porous media shale gas Upstream Oil & Gas Fluid Dynamics relative permeability water saturation complex reservoir water imbibition Dehghanpour...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, March 13–14, 2018
Paper Number: SPE-189830-MS
... from single point statistical analysis were further extended to unsupervised discrete classification using neural-network to bin the reservoir. Binning classification was then used to design and optimize hydraulic fracture parameters. Artificial Intelligence Upstream Oil & Gas correlation...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, March 13–14, 2018
Paper Number: SPE-189811-MS
... operator automation system interaction connection time machine learning operator Drilling artificial intelligence human-machine interaction utilization society of petroleum engineers sequence Figure 1 The sequence of operations for a simple drilling – connection workflow. Note that...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, March 13–14, 2018
Paper Number: SPE-189802-MS
... approaches for horizontal wells in tight/shale reservoirs. production control production monitoring Reservoir Surveillance production forecasting Modeling & Simulation hyperbolic model machine learning certainty reserves evaluation workflow Artificial Intelligence complex reservoir...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, March 13–14, 2018
Paper Number: SPE-189825-MS
... software cuttings transport drilling fluids and materials cementation helium pycnometry Artificial Intelligence software quartz grain estimation BSE image geomechanical property Upstream Oil & Gas segmented grain porosity core plug Cathodoluminescence gapcq The histogram is used...
Proceedings Papers

Paper presented at the SPE Canada Unconventional Resources Conference, March 13–14, 2018
Paper Number: SPE-189826-MS
... Testing Upstream Oil & Gas low matrix permeability primary fracture Artificial Intelligence pressure transient testing field example 1 horizontal stress fracture system drillstem/well testing fracture growth Signature Fluid Dynamics natural fracture Duvernay Formation fracture closure...

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