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SPE 146840 Pilot Testing Issues of Chemical EOR in Large ...

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8 <strong>SPE</strong> <strong>146840</strong>Transfer functionsFor fracture and first r<strong>in</strong>g:n n1 n1n n n nw f /1 f /1km / 1.wf m P<strong>of</strong> Pom w hwf hwm 1 Pcw<strong>of</strong> Pcwom1 (26)For matrix r<strong>in</strong>g 1 and matrix r<strong>in</strong>g 2:n n1 n1n n n nw1/2 1/2km 1/ 2.wm m Pom 1 Pom 2 w hwm1 hwm 2 Pcwom 1 Pcwom2 (27)For matrix r<strong>in</strong>g 2 and matrix r<strong>in</strong>g 3:n n1 n1n n n nw2/3 2/3km 2/ 3.wm m Pom 2 Pom 3 w hwm 2 hwm 3 Pcwom 2 Pcwom3 (28)Upstream weight<strong>in</strong>g are used <strong>in</strong> the above equations. Also an <strong>in</strong>ternal matrix <strong>of</strong> coefficients has been solved to obta<strong>in</strong> matrixpressure at n+1 level <strong>in</strong> each nested matrix block. Therefore transfer function is calculated <strong>in</strong> a semi-implicit method. Solv<strong>in</strong>gnew matrix <strong>of</strong> coefficients does not affect the simulation run time. Dual-porosity without ref<strong>in</strong>ement takes 123 seconds to runwhile dual-porosity with ref<strong>in</strong>ement takes 133 seconds.As it is seen <strong>in</strong> Figure 6, compar<strong>in</strong>g to the dual-porosity without matrix ref<strong>in</strong>ement surfactant does better us<strong>in</strong>g IFTreduction and wettability alteration assumptions; two percent and 4 percent respectively. Still <strong>in</strong> this formulation viscousforce is not effective. In the next part <strong>of</strong> this paper we have built a dual-permeability model for purpose <strong>of</strong> check<strong>in</strong>g theref<strong>in</strong>ement approach and compare the results.Case 3: Dual-permeability F<strong>in</strong>e-grid FormulationIt is not exactly dual-permeability formulation but the approach is the same. The size <strong>of</strong> the model is 10x1x10 grid blocks.Each matrix has been ref<strong>in</strong>ed <strong>in</strong>to 5 sub grids <strong>in</strong> „x‟ direction to create the same ref<strong>in</strong>ement as dual-porosity model withmatrix ref<strong>in</strong>ement. All matrix blocks are connected vertically and disconnected by a fracture <strong>in</strong> „x‟ direction. There are twohorizontal fractures at the top and bottom <strong>of</strong> the bed to connect vertical fractures. After ref<strong>in</strong>ement the size <strong>of</strong> the model is55x1x15. Simulation <strong>of</strong> this model takes almost more than 2 hrs. All properties for matrix and fracture are the same as dualporositymodel. Result <strong>of</strong> simulation is shown <strong>in</strong> Figure 7.Figure 6. Dual-porosity nested matrix block,water flood recovery and <strong>in</strong>crementalsurfactant oil recoveryFigure 7. Wtareflood recovery factor and <strong>in</strong>crementalsurfactant oil recovery us<strong>in</strong>g IFT-<strong>in</strong>duced and wettabilityalteration <strong>in</strong> Dual-permeability (DK) approachWater-flood<strong>in</strong>g results <strong>in</strong> 36 percent recovery and surfactant <strong>in</strong>jection <strong>in</strong> water <strong>in</strong>vaded zone results <strong>in</strong> 6 percent <strong>in</strong>crementaloil recovery by IFT reduction and more than 8 percent by wettability alteration assumptions. Figure 8 shows comparisonbetween dual-permeability and dual-porosity re<strong>in</strong>ed matrix. In dual-permeability formulation dur<strong>in</strong>g water flood andsurfactant <strong>in</strong>jection viscous and gravity forces overcome the negative capillary pressure. In the other words these two forcesare still effective dur<strong>in</strong>g surfactant <strong>in</strong>jection. Because gravity always will be calculated from the top <strong>of</strong> the reservoir bed nomatter <strong>of</strong> what k<strong>in</strong>d <strong>of</strong> porosity or permeability exist <strong>in</strong> the system. We have shown this effect by compar<strong>in</strong>g the above modelwith another dual-permeability model that has th<strong>in</strong> impermeable layers <strong>in</strong> z direction (Figure 9). The vertical thicknesses <strong>of</strong>these layers are 0.4 ft. Both models produce almost the same, which means exist<strong>in</strong>g <strong>of</strong> some zero permeability layers wouldnot affect the oil production from dual-permeability model.

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