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MODELS OF DYNAMIC GEOLOGIC SYSTEMS                                   267
             TABLE 11.13

             Predicted reservoir-rock properties of some offshore formations in Azerbaijan
             Suite    Depth (m) Porosity (%) Oil/gas saturation (%) Effective porosity (%) Permeability (mD)
             Surakhany 200–1500  23     77              18              302
             Sabunchi  200–2000  23     77              18              283
             Balakhany 200–2500  23     76              18              287
             Fasila   200–2500  23      76              18              287
             NKG      300–2500  21      71              15              117
             NKP      300–2500  23      77              18              280
             KS       400–1500  23      73              17              139
             PK       500–2000  23      77              18              298
             KaS      700–2200  22      74              16              174



                This model allows to forecast the extent of hydrocarbon accumulation and to
             evaluate the hydrocarbon resources locally or for a region as a whole (Fig. 11.34). As
             an example, the reservoirs of the deep-water zone of the South Caspian Basin have
             been used.
                Using Eq. 11.102, a model of hydrocarbon reserves evaluation in individual traps
             was obtained. This model is a derivative of Eq. 11.102 and is formally similar to
             Eq. 11.94, where x i are reservoir parameters for hydrocarbon reserves estimation
             using the volumetric method.
                The formula used in calculating crude oil volume in situ is as follows:

                                                                              (11.103)
                  V ¼ Ah eff fS o
             where V is the volume of oil accumulation, A is the reservoir area, h eff is the thick-
             ness of oil-bearing formation (net pay), f is the porosity, and S o is the oil saturation.
                Eq. 11.103 can be simplified if fS o is replaced by the ‘‘effective saturated po-
             rosity’’ f :
                     eff
                  V ¼ Ah eff f eff                                            (11.104)
               Some offshore structures of the South Caspian Basin are studied only by a sparse
             net of seismic lines, whereas the offshore areas adjacent to the oil and gas fields were
             not studied during exploration. In view of this problem, it was decided to use the
             mathematical methods. An algorithm and computer program was developed using
             the double Fourier series for uneven spacing of the initial data (Buryakovsky et al.,
             1990). Examples of structural maps on top of the Lower Productive Series along the
             northern slope of South Caspian Basin are presented in Fig. 11.35.
                Effective oil and gas saturated thickness of a reservoir (net pay) was determined
             using the identification of layers using a cluster-analysis technique, i.e., by means of
             pattern recognition without preliminary training. For this purpose, sections studied
             using the well logs were utilized. Each section was divided into groups of beds with


              The writers propose that effective porosity is in effect intercommunicating porosity minus the irreducible
             fluid saturation.
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