Page 224 - Formation Damage during Improved Oil Recovery Fundamentals and Applications
P. 224

198                                      Bin Yuan and Rouzbeh G. Moghanloo


             The formation damage caused by both attached and strained fines is
          incorporated into the retardation term in the relative permeability of the
          water phase. Hence, the fractional flow function can be updated as:

                                                             21
                                        k ro μ 11φβ S s 1φβ S a Þ
                                            ð
                                           w
                                                  s
                                                        a
                       f w S w ; S s ; S a Þ 5 11                    (4.17e)
                        ð
                                               k rw μ o
             The existence of nanoparticles helps control fines migration by
          increasing the maximum (critical) retention concentration of fine particles
          onto rock grains, as shown in Eq. (4.17f):
                                                                        2
                      2   0                                           1 3
                                              μr  2  q
                      6   B                     FP 2πr                C 7
          σ cr x D ;C NP Þ5 12  B                                      C 7 φ
            ð
                      6
                                                 h
                      4   @                                         i A 5
                            2φr P y F ei1 128πr FP n N k B T 2κh  11K NP C NP  ðς GS2ς NP Þς FP
                                                   K NP C NP
                                              e
                                         κ
                                                                      (4.17f)
             Here, introduce the following dimensionless variables for simplifica-
          tion, as shown in Eq. (4.17g):
                   2
                 r          qt                        σ a     σ s    4k 0 π
          x D 5     ; t D 5    ; Λ a 5 r e λ a ;Λ s 5 r e λ s ;S a 5  ;S s 5  ;P 5  p
                              2                        φ      φ
                 r e      φπr e                                        q
                                                                     (4.17g)
             The initial conditions of both attached and suspended fines are summa-
          rized in Fig. 4.11. According to the assumptions of the maximum retention-
          concentration model (Bedrikovetsky et al., 2011), the release of the initial
          attached fines occurs instantly in conditions above the maximum limits.
          As shown in Fig. 4.11A, around the well vicinity, all the initially attached
          fines are released instantly because of the high flowing velocity. Within the
          range of medium flow velocities, the concentration of released fines equates
          to the difference between the initial attached fines concentration and the
          maximum fines retention concentration, depending on flow velocity at that
          location. In remote areas from the wellbore, there are no fines to be released
          because of sufficiently slow fluid velocities. In Fig. 4.11B, the adsorption
          of nanoparticles can enhance the attachment of fines effectively, i.e., no fines
          are released within the range of nanoparticles treatment. Even for the injec-
          tion of new fines, within the nanofluid treatment range, the rock grains can
          have sufficient remaining capacity to capture those introduced fine particles,
          until the maximum fines retention concentration with nanoparticles effects
          is reached, which typically occurs after a sufficiently long-time interval.
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