Page 215 - Fundamentals of Gas Shale Reservoirs
P. 215

PARTIAL SATURATION EFFECTS  195
            moduli of kerogen were chosen from the best fit with the   laboratory measurements of Bakken ORSs (Vernik and
            experimental data as c 11  c 33  98.GPa, c 13  34.GPa, and   Nur, 1992).
            c 44  c 66  32.GPa. Elastic moduli of shale without organic   Another reasonable possibility is to follow Sayers’s (2013a)
            matter were chosen to be  c 11  85 6.GPa,  c 33  65 5.GPa,   approach, but instead of the effective field theory, apply the
            c 44  24 6.GPa, and  c 66  29 7.GPa.  The layered medium   anisotropic differential effective medium approach (Nishizawa,
            model describes the decrease in elastic moduli normal to   1982). While moduli of shale can be chosen as in Vernik and
            bedding but shows much gentler decrease with increase of   Nur (1992), the fitting of the kerogen moduli can be avoided
            kerogen than the moduli calculated from experimentally   by using measured moduli recently reported by Yan and Han
            measured velocities as can be seen in Figure 9.1. Vernik and   (2013). Isotropic elastic moduli of kerogen can be chosen to
            Nur (1992) suggested that discontinuities in illite, distrib­  be K = 4.3 GPa and μ = 2.8 GPa, which are the mean values
            uted in the form of thin (<0.5 mm) lenticular beds rather than   between the upper and lower bounds of kerogen moduli (Yan
            solid layers might be responsible for this discrepancy. To   and Han, 2013). The results for the two host/inclusion sce­
            obtain a better fit, they modified the Backus model by replac­  narios  of  shale/kerogen  and  kerogen/shale  are  shown  in
            ing illite moduli in the  Backus  equations  for the moduli   Figure  9.1 by red and black lines, respectively.  The solid,
            parallel to bedding with effective moduli that incorporate   dashed, and dotted lines correspond to aspect ratio of inclu­
            effects of both kerogen and illite and can be used as a param­  sions of 0.5, 0.2, and 0.1. Green dashed‐and‐dotted line shows
            eter to fit the experimental data.                   the theoretical prediction for a shale/kerogen layered medium
              Carcione et al. (2011) suggested an alternative model that   (Backus, 1962). One can see that the modeling results for the
            is based on solid–solid anisotropic Gassmann’s substitution   case of kerogen(host)/shale(inclusions) are in good agreement
            suggested by Ciz and Shapiro (2007) and accounts for   with the experimental data for Bakken Shale shown by solid
            anisotropy of the shale framework by generalization of the   circles. However, the experimentally measured elastic coeffi­
            empirical equation of (Krief et al., 1990)           cients of Bazhenov Shale (Vernik and Landis, 1996) (open
                                                                 squares) exhibit a different trend with the decrease of kerogen
                                 s
                            c ij m  c (1  ) A ij /(1  )  (9.2)   volumetric fraction. The trend for the Bazhenov Shale cannot
                                 ij
                                                                 be modeled with the same coefficients of shale and kerogen as
            where indices m and s denote elastic coefficients of shale   those used for the Bakken Shale. It is worth noting that Vernik
            matrix and shale with zero porosity, respectively. By visual   and Landis (1996) also could not model the measured elastic
            best fit, the fitting coefficients A  were assumed to be equal   moduli of the two different shales using the same moduli of
                                      ij
            to 1.5 and 4 for the case when i = j = 1 and the cases when   inorganic shale and kerogen. They suggested using different
            i = j = 4 or 6 and i = 1, j = 3, respectively.       moduli for the inorganic shale constituent.
              The advantage of the method suggested by Carcione    Reliable estimation of elastic moduli of inorganic shale
            et  al.  (2011)  is  that  the  solid  Gassmann  substitution  is   from its mineralogy and porosity is a long‐standing problem.
            independent of the microstructures. An obvious disadvan­  A detailed review of the works on this subject can be found
            tage is that the generalization of the Krief equations is   in Pervukhina et al. (2011). Carcione et al. (2011) suggested
            purely empirical and requires two fitting parameters to   inverting the moduli of the Bakken Shale with the known
            obtain a good fit. Also, unlike Gassmann’s original fluid   kerogen content (Vernik and Nur, 1992) for the moduli of its
            substitution, solid substitution is an approximation, whose   inorganic matrix. Carcione et al. (2011) reported that the
            accuracy depends on the microstructure (Makarynska et al.,   inversion resulted in physically nonplausible  results for 4
            2010; Saxena et al., 2013).                          out of 11 samples. On top of that, the results exhibit strong
              Sayers (2013a) suggested using another effective medium   scatter, namely, the samples from the adjacent depth 3271–
            method of modeling ORS elastic properties that does not   3272 m show changes up to 15, 64, 35, 85, and 15% in the
            require any fitting parameters. He used an anisotropic effec­  inverted c , c , c , c , and c  moduli, respectively. Further
                                                                                  44
                                                                                        66
                                                                               13
                                                                        11
                                                                           33
            tive field theory developed by Sevostianov et al. (2005). The   refinements in kerogen modulus measurements and imaging
            effective field theory accounts for the effect of ellipsoidal   of ORS microstructure might help choose the best way to
            heterogeneities and allows one‐particle solution for a trans­  obtain elastic moduli of inorganic shale constituent and
            versely isotropic medium. Sayers (2013a) used the same     rectification of the theoretical velocity–TOC relations.
            elastic anisotropic coefficients of the shale and kerogen iso­
            tropic moduli as used in the original paper of Vernik and Nur
            (1992). Two cases have been considered. In the first case, the   9.4  PARTIAL SATURATION EFFECTS
            shale forms a continuous matrix, which hosts kerogen ellip­
            soidal inclusions with aspect ratios of 0.1, 0.2, and 0.5. In the   Another important and not well‐understood problem is
            second case, the kerogen forms the matrix, which hosts illite   how partial saturation of ORS affects their elastic properties.
            inclusions of different aspect ratios. Sayers demonstrated   To model partial saturation, Carcione et al. (2011) assumed
            that the modeling results of the second case scenario are in a   that ORSs can be modeled as a shale matrix with the pore
            better agreement with the elastic moduli calculated from   space filled with kerogen, gas, and oil mixture. They used
   210   211   212   213   214   215   216   217   218   219   220