..., production data and well information, there are true vertical depth, latitude, longitude, and well direction. total proppant placed volume. The production data used as the dependent variable in the DNN model is cumulative gas production for 12-month. Comprehensive machine learning techniques were applied...

... Exhibition hydraulic fracturing fracture property spe annual technical conference shale gas gas production hydraulic fracture property complex reservoir simulation model Marcellus Shale well mip-6h Barree el sgher parametric study hydraulic fracture cumulative gas production closure pressure...

... cumulative gas production treatment fluid type stimulation fluid type box plot perforated lateral length data processing workflow database year cumulative gas production different stimulation fluid type Bar Chart mass percentage society of petroleum engineers Introduction There are several...

... reservoir simulation shale reservoir cumulative gas production fracture free state Introduction Shale reservoirs are comprised of multiple porosities, and complex storage and transport mechanisms. Hence, application of traditional simulation techniques for these unconventional reservoirs...

... was used as the simulation constraint, as shown in Fig. 10 (a). The measured gas flow rate and cumulative gas production were treated as the target history-matching variables. Matrix permeability, hydraulic-fracture conductivity, active natural fracture conductivity, non-active natural fracture...

... flow in porous media Fluid Dynamics fracture conductivity cumulative gas production hydraulic fracturing gas production relative permeability complex fracture network complex reservoir natural fracture fracture network initial gas saturation hydraulic fracture matrix fracture...

... Upstream Oil & Gas deliverability provide optimal completion scenario hydraulic fracturing Fluid Dynamics cumulative gas production transverse fracture configuration fracture configuration configuration fracture proppant transverse fracture longitudinal fracture fracture orientation...

... of perforation clusters per stage within a given fracture stage and a better understanding of the non-planar fracture geometry in shale gas reservoirs. shale gas fracture length well performance cumulative gas production hydraulic fracturing gas reservoir pressure distribution geometry non-planar...

... measurement complex reservoir reservoir simulation capillary equilibrium Phase Behavior cumulative gas production liquid phase composition oil production rate gas phase equation capillary pressure society of petroleum engineers gridblock gas production rate production rate pressure value...

... initial production as well as equivalent production over 10 years. frac fluid operator spe 166124 production statistics canada mouallem society of petroleum engineers produced water discharge baker hughes incorporated flowback water cumulative gas production upstream oil & gas...

... trial results, and more accurate booking of reserves and resources. reservoir surveillance cumulative production well performance shale gas bscf decline curve production control complex reservoir month production mmscf cumulative gas production eur prediction traditional dca...

... interpretation multi-well crossplot complex reservoir cumulative gas production cumulative water production upstream oil & gas correlation broussard individual well crossplot water production production time early analysis flowrate shale gas blasingame spe 135607 spe 135607...

... to occur in their wells. Besides, the simulation procedure presented can provide advices on how to optimize the timing of the choke on/off operation to maximize the average production. cumulative gas production production monitoring liquid loading spe 134948 artificial lift system cycling...

... performance society of petroleum engineers cumulative gas production risk analysis reservoir model gas production separator efficiency risk assessment software artificial intelligence risk and uncertainty assessment statistical analysis reservoir tank asset cumulative gas production water...

... production proppant concentration production data viscosity proppant spe 124125 average daily production cumulative gas production fluid system hydraulic stimulation treatment conductivity reservoir perforation society of petroleum engineers Introduction Unconventional reservoirs...

... of the reservoir. Introduction reservoir simulation Bayesian Inference inverse problem Artificial Intelligence Upstream Oil & Gas machine learning history matching proceedings misfit definition hydrocarbon production forecast cumulative gas production algorithm reservoir model application...

... & Gas completion gas content reservoir pressure cumulative gas production production control coalbed methane decline curve analysis society of petroleum engineers horizontal well spe 103206 Arkoma basin Oklahoma Directional Drilling Thickness horizontal cbm well recovery factor...

... cumulative gas production pay mawu1 3 proppant transport permeability society of petroleum engineers Copyright 2006, Society of Petroleum Engineers This paper was prepared for presentation at the 2006 SPE Annual Technical Conference and Exhibition held in San Antonio, Texas, U.S.A., 24 27 September...

... reservoirs are also presented. These calculations were performed using dynamic conductivity loss calculations coupled with a transient gas reservoir simulator. These results showed that for the cases examined, non-Darcy effects could reduce cumulative gas production by up to 18.1% over a ten-year period...

... standard cumulative oil production cumulative gas production gas production relative permeability oil production enhanced recovery permeability residual oil saturation scenario grid cell fluid dynamics reservoir injection rate air injection upstream oil & gas oil saturation...