... effects are net thickness, fracturing depth, and number of stages. The other features, including permeability, gas saturation, horizontal length, and cumulative proppant injection, are the least related. The Random Forest algorithm with the highest correlation coefficient (R 2 =0.82) and lowest mean...

... ( Chatterjee 2000 ; Narasingam et al. 2017 ). POD will be coupled with the Auto Regressive with an eXogenous (ARX) models to estimate 3D spatio-temporal pore quantities, including pressure, temperature, and gas (CO 2 ) saturation against the CO 2 injection flow rate of deep saline aquifers. Data Gathering...

... Table 2 Reservoir characteristics of the sandpack model for three tests. Test ρo @1 atm (g/cm3) Solvent Porosity, % Permeability, D Oil saturation,% Water saturation,% 1 0.9643 CO 2 32.78 7.53 92.07 7.93 2 33.43 7.58 92.83 7.17 3 33.19 7.55 92.64...

... completion monitoring systems/intelligent wells aicv unconventional play production logging reservoir surveillance production control co 2 spe annual technical conference reservoir drainage saturation flank peru operator autonomous inflow control valve case study carbon footprint reduction...

... where S w * is normalized water (wetting phase) saturation, S w is water saturation, S wr is irreducible water saturation, P entry is capillary pressure at maximum water saturation, P max is the maximum capillary pressure at the irreducible water saturation, σ...

... assimilation and history matching have been widely employed. These approaches use diverse measurement, monitoring and verification (MMV) data such as pressure measurements, saturation logs, and surface monitoring data to reduce uncertainties associated with simulations. However, in carbon storage, 4D time...

... an 8-arm horizontal loading system, similar to a true triaxial cell. A sand trap and a production unit were used to collect the collapsed sands and the produced fluids. To establish residual water saturation, the reservoir prototype was first saturated with water, followed by dead canola oil and live...

... water saturation values increased with temperature from 0.25 at 16°C (60°F) to 0.40 at 260°C (500°F), and residual oil saturation decreased from 0.70 to 0.10. Similarly, endpoint water relative permeability during imbibition increased from 0.018 to 0.10, while during drainage it increased from 0.0023...

...Experimental Procedure Model Packing and Bitumen Saturation Bitumen Properties The bitumen sample used in the SAGD and DME-SAGD experiments was taken from a thermal bitumen production site in Alberta, Canada. Its molecular weight was 540 g/mol. The original asphaltene content...

... Abstract Water-saturated lean zones are notoriously challenging for steam-assisted gravity drainage (SAGD) operations since they increase heat loss and impair the SAGD performance. This study proposes mitigating lean zone effects using gas/water displacement to reduce lean zone impacts...

... experiment saturation production chemistry hydrate remediation flow assurance canada government asphaltene deposition concentration viscosity fraction wax remediation asphaltene intensity deposition pentane solvent concentration asphaltene precipitation paraffin remediation asphaltene...

...-injection saturation kpag subcool wsr journal constraint tfsr Introduction Based on evaluations done in January 2022 2 - 3 , Canada currently holds the 4 th position in global oil reserves with over 168 billion barrels. The majority of these reserves (98%) are represented by bitumen...

... sand sample, which is pre-saturated with deionized water or brine, are measured at an elevated temperature and pressure to mimic reservoir conditions. There are two successive cycles of heating up to 170 °C. The first heating cycle is followed by a cool-off period, while the second heating cycle...

... intelligence oil sand canada government pooladi-darvish ga reservoir interpretation climate change permeability saturation aer flow in porous media enhanced recovery machine learning alberta climate change canada kirby gas field Introduction On the road to the global energy transition...

... experiment fluid dynamics gas injection method flooding matrix saturation upstream oil & gas flow in porous media fracture permeability proppant interaction oil recovery flow rate foam flooding experiment core sample mesh permeability contrast wettability foam performance...

... injector saturation enhanced recovery permeability injection upstream oil & gas chemical flooding methods producer eur waterflooding viscosity presented saskatchewan cp polymer water cut spe improved oil recovery conference horizontal well wor recovery factor relative permeability...

... injection complex reservoir oil sand waterflood polymer flooding heavy oil recovery petroleum technology recovery factor polymer flood chemical flooding methods analogue journal saturation Introduction Polymer flood has a long history since its initial development in the 1960s ( Guo et...

... with. upstream oil & gas flow control equipment thermal method controller sagd completion monitoring systems/intelligent wells simulation icd breakthrough steam-assisted gravity drainage enhanced recovery reservoir valve reduction soheila taghavi saturation netool packer aicv canada...

... characterization porosity pyrolysis permeability geochemical characterization eromanga basin saturation bulletin source rock energy economics composition journal core analysis petroleum engineer fraction bitumen organic matter hydrocarbon society size distribution Introduction...

.... In this work, we first validated our model by applying several benchmark cases aiming at fluids with obvious density contrasts such as the layered Couette/Poiseuille flows, Rayleigh–Taylor instability. Then the synthetic geometries of the pore-filling and grain-coating HBS with several hydrate saturation (S...