Page 87 - Enhanced Oil Recovery in Shale and Tight Reservoirs
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74                             Enhanced Oil Recovery in Shale and Tight Reservoirs


          Table 3.2 Tuned parameters of the asphaltene deposition model.
          Parameters    a, 1/day    b, 1/ft    v Lc , ft/day  g i , 1/ft  s, [-]

          Value         1800        0          0            15         30


          the experimental permeability reduction data in the first cycle and the last
          cycle. Their values are presented in Table 3.2.
             Note that the entrainment of asphaltene deposition is not enabled in the
          model (b ¼ 0). The high content of polar clay in shale strongly attracts polar
          functional groups in asphaltene molecules, resulting in strong asphaltene
          adsorption and making the entrainment more difficult. Wang et al. (1999)
          and Behbahani et al. (2015) showed that the critical interstitial velocity for
          entrainment was 0.01 to 0.04 cm/s in sandstone and carbonate. The critical
          velocity in shale is expected to be high. The maximum velocity is in the or-
          der of 10  5  cm/s in the model of this study. Then it is not possible that the
          critical velocity in shale can be exceeded. Therefore, the entrainment which
          causes mechanical plugging can be disabled. However, it was shown earlier
          that a higher percentage of permeability reduction data was caused by me-
          chanical plugging. The mechanisms and the quantification of asphaltene
          deposition in huff-n-puff need more work.
             Using the asphaltene model described above and a core-scale grid model,
          the oil recovery factor of a huff-n-puff CO 2 injection experiment can be
          matched with oil and gas relative permeabilities tuned, as shown in
          Fig. 3.14. It shows that without asphaltene deposition, the oil recovery
          can be increased by 3.5% over 15.5%.
             Now we choose Block (11,1,12) that is 0.16 cm away from the interface
          between the core plug and the annual space. CO 2 is injected, and oil and
          CO 2 are produced through the annual space. Refer to Fig. 3.15 for the his-
          tories of CO 2 mole fraction, precipitated and deposited asphaltene in block
          (11,1,12). First, look at the CO 2 global (total) mole fraction (dashed blue
          curve). It increases during the huff and soaking period (6 h) and decreases
          during the puff period (18 h). For the asphaltene precipitation (solid green
          curve), during the injection and soaking time, as more CO 2 diffuses into
          this block, more asphaltene precipitates. However, as more CO 2 diffuses
          into the inner blocks, asphaltene precipitation decreases. There is a peak dur-
          ing this period. During the puff period, initially more oil flows into this
          block from the inner block and oil flows out of this block to the outer block.
          Because the inner block has a higher oil saturation or higher asphaltene con-
          tent, the net asphaltene precipitation increases first, then decreases. There is a
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