SlideShare a Scribd company logo
1 of 65
Download to read offline
Generated by Foxit PDF Creator © Foxit Software
                               http://www.foxitsoftware.com For evaluation only.




                Petroleum Reservoir Engineering
                       ----Basic Concepts




           Pennsylvania 1859




S.K.Pant
Generated by Foxit PDF Creator © Foxit Software
                         http://www.foxitsoftware.com For evaluation only.




Outline
          § Introduction
          § Reservoir Properties
              ú   Porosity
              ú   Permeability
              ú   Capillary Pressures
              ú   Wettability
              ú   Relative Permeability
              ú   Reservoir Pressure
          §   Basic PVT data
          §   Reservoir fluid type
          §   Drive Mechanism
          §   Numerical simulation
                                                                             Mar-2009
Generated by Foxit PDF Creator © Foxit Software
                         http://www.foxitsoftware.com For evaluation only.




Is the Party over ??
“I should stress that we are not facing
a re-run of the Oil Shocks of the
1970s. They were like the tremors
before an earthquake. We now face
the earthquake itself. This shock is
very different. It is driven by resource
constraints, …”
                         (Dr Colin. J. Campbell)



                                                                             Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                                                               http://www.foxitsoftware.com For evaluation only.



                            The law of Diminishing return




                    50 Hyperbolic Creaming Curve-North sea
                    45
                    40
Cum Discovery, Gb




                    35
                    30
                    25
                    20
                    15
                    10
                                           Actual      Hyperbolic Model
                     5
                     0
                       0    500    1000   1500    2000 2500     3000    3500
                                         Cum Wildcat wells                                                                Mar-2010
Generated by Foxit PDF Creator © Foxit Software
             http://www.foxitsoftware.com For evaluation only.




The Hydrocarbon….

                     § Hydrocarbons are the
                       simplest of the organic
                       compounds. As the name
                       suggests, hydrocarbons
                       are made from hydrogen
                       and carbon. The basic
                       building block is one
                       carbon with two
                       hydrogens attached,
                       except at the ends where
                       three hydrogens are
                       attached.

                                                        Mar-2010
Generated by Foxit PDF Creator © Foxit Software
            http://www.foxitsoftware.com For evaluation only.




The Hydrocarbons…

                    § When the chain is
                      between 5 and 9
                      carbons, the hydrocarbon
                      is gasoline.
                    § About a dozen carbons
                      and it is diesel.
                    § Around 20 carbons is
                      motor oil.
                    § A chain of hundreds to
                      thousands of carbon and
                      hydrogens make plastic.
                      This particular plastic is
                      polyethylene.

                                                       Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                     http://www.foxitsoftware.com For evaluation only.




Definition-Reservoir Engineering

§ “Application of scientific principles to the
  drainage problems arising during the
  development and production of oil and gas
  reservoirs”

§ “The art of developing and producing oil
  and gas fluids in such a manner as to
  obtain a high economic recovery.”

                                                                Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                 http://www.foxitsoftware.com For evaluation only.



         Broad Functions




Reservoir Simulation



  Therefore the Ultimate goal is…..
                 •Hydrocarbon in place
                 •Recoverable hydrocarbons reserves
                 •Rate of exploitation
                                                                            Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                              http://www.foxitsoftware.com For evaluation only.




          Data Type
§ Data that pertains to the reservoir rock and
  its extent
  ú Geologic & seismic data
  ú Well Log data
  ú Well test data
  ú Core data
§ Data that pertains to the properties of
  reservoir fluids
  ú Composition of HC
  ú PVT
                                                                         Mar-2010
Generated by Foxit PDF Creator © Foxit Software
      http://www.foxitsoftware.com For evaluation only.




The Traps




                                                 Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                                  http://www.foxitsoftware.com For evaluation only.




                                      Porosity
Porosity of rock is the ratio of pore volume to bulk
 volume and is usually expressed as percentage

                                               Vp is pore volume                                      Interconnected
                                               Vb is bulbk volume                                          pores

                                               Vg is grain volume                                                Isolated
                                                                                                                  pores




Total or Absolute Porosity:
ú     It is the ratio of the volume of all the pores to the bulk
    volume of the material,
Effective porosity

ú     It is the ratio of the interconnected pore volume to the
    bulk volume


                                                                                             Mar-2010
Generated by Foxit PDF Creator © Foxit Software
  http://www.foxitsoftware.com For evaluation only.




A Pore
               Elements of Pore
               Throat
               Size & freq distribution-uncorrelated,
               correlated

               Connectivity of pores and throat-No of pore
               throat connecting to pores


               Spatial arrangement-Arrangement of pores
               of different sizes w.r.t each other




   The texture of a rock consists of it's
   grain or mineral crystal size, the
   arrangement of the grains or crystals, and
   the degree of uniformity of the grains or
   crystals.


                                             Mar-2010
Generated by Foxit PDF Creator © Foxit Software
              http://www.foxitsoftware.com For evaluation only.




The role of Rock Texture…
                                                                  Soi=(1-Swi)
                                                                  high




                                                                  Soi=(1-Swi)
                                                                  low




                                                                  Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                               http://www.foxitsoftware.com For evaluation only.




      Pore Network-Reconstructed using thin section IMAGE
      Analysis




Porosity intergranular- 0.23     Porosity intergranular- 0.37
Porosity total-         0.28     Porosity total-         0.39
Absolute Permeability- 426md     Absolute Permeability- 5600md
                                                                                   Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                http://www.foxitsoftware.com For evaluation only.




Saturation

§ Saturation of a phase is the fraction of the
  pore volume occupied by the phase
     So+Sg+Sw=1

     Connate water saturation (Swc)

     Critical Oil Saturation (Soc)

     Critical gas Saturation (Sgc)
Generated by Foxit PDF Creator © Foxit Software
                                           http://www.foxitsoftware.com For evaluation only.




    Permeability

§   Permeability is a measure of ‘ ease of flow’ or
    the capacity of formation to transmit fluids.

§   Its unit is Darcy named after a French scientist
    Henry Darcy in 1856.


    ú   Absolute Permeability:
        When only one fluid is present in the rock. It is a
        property of the rock and is independent of the
        fluid used in the measurement. This assumes
        that the fluid does not interact with the rock.(K)

    ú   Effective Permeability:
        Effective permeability occurs when more than
        one fluid is present & is a function of the fluid
        saturation & the wetting characteristics of the
        rock. (Ko,Kw,Kg)
                                                                                      Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                  http://www.foxitsoftware.com For evaluation only.



   Permeability

The permeability is measured by
flowing a fluid of known
viscosity µ through a core plug
of measured dimensions (A and
L) and then measuring flow rate
and pressure drop. Darcy
equation becomes




                                                                             Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                       http://www.foxitsoftware.com For evaluation only.




     Permeability
     Establishing a perfect Ø-K transform still remains a major challenge
     specially in ref to carbonates




                             The carbonates




The clastics




                                                                                           Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                                                                       http://www.foxitsoftware.com For evaluation only.




                          Improved Permeability estimation

                             Phi Group - RQI Plot
                                                                                                  Porosity - Permeability Plot
        10.000
                                                                                        1000.00
                                                                                                                                                  y = 8081.6x 2.5518
                                                                                                                                          HU7,




                                                               Core Permeability, mD
              1.000
                                                        HU 7                             100.00
                                                        HU 6
                                                        HU 5                                                                      HU6,      y = 1648.1x2.3492
                                                        HU 4                                                                                            y = 355.42x 2.0499
                                                                                          10.00                                                  HU5,
                                                                                                                                                   y = 245.68x 2.212
RQI, micron




                                                        HU 3
                                                        HU 2                                                                                HU4,
              0.100
                                                        HU 1                               1.00                                 y = 37.476x1.8785
                                                                                                                    HU3,                y = 30.796x 2.1428
                                                                                                                               HU2,

                                                                                           0.10
              0.010                                                                                                        y = 18.846x 2.4585
                                                                                                             HU1,

                                                                                           0.01
                                                                                               0.00   0.05          0.10      0.15       0.20     0.25       0.30      0.35   0.40
              0.001
                  0.010          0.100               1.000                                                                      Core Porosity
                                         Phi Group




                                                                                                                                                 Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                 http://www.foxitsoftware.com For evaluation only.




Capillary pressure
§ Combined effect of surface and
  IFT of the rock and fluid, pore size
  and geometry & wettability of the
  system.




 • Major effect of Cap pres is the creation of
   Transition Zone
Generated by Foxit PDF Creator © Foxit Software
                              http://www.foxitsoftware.com For evaluation only.



       Capillary pressure
§ Drainage Process:
   ú Non Wetting phase
     displacing Wetting
     phase
§ Imbibition Process:
   ú Wetting phase
     displacing Non wetting
     phase




                                     •Determination of Connate water
                                     •Establish Saturation –height relation
                                     •Rock Typing               Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                   http://www.foxitsoftware.com For evaluation only.




                 Wettability
§ ‘The tendency of a fluid to spread or adhere to a solid surface in
   presence of another immiscible fluid ‘




                                                                                       Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                              http://www.foxitsoftware.com For evaluation only.




Relative Permeability
§ When two or more phases flow simultaneously the ratio of
  effective to absolute permeability is termed ‘Relative
  permeability’


   Kro= ko/k

   Kre= kw/k

   Krg= kg/k




                                         Swc                                      Soc

          NwP

                WP                                                       Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                           http://www.foxitsoftware.com For evaluation only.




   Relative Permeability-Rock typing

§ The variation in Rock
  Texture imparts
  significant changes in
  Rel perm estimates in
  core plugs of same
  formation




                                                                      Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                          http://www.foxitsoftware.com For evaluation only.




Relative Permeability-Core Condition

§ Comparison of Rel-              § Relative Permeability
  perms of cores with
  natural reservoir
  wettability preserved
  against a plug
  cleaned, dried and
  resaturated.




                                                                     Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                  http://www.foxitsoftware.com For evaluation only.




   Relative Permeability-wettability

Type      No    Nw      Krw




Water     2-3   4-6     0.1-0.4

Wet

Mixed     3-5   2-4     0.5-0.9

Wet

Oil Wet   6-8   1.5-3   0.8-1.0



                                                                                      Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                http://www.foxitsoftware.com For evaluation only.




Reservoir Pressure
§ Reservoir Pressure
§ The fluids confined in the pores of the reservoir rock occur
  under certain degree of pressure, generally called reservoir
  pressure
   ú The maximum pressure is called the static bottom hole
     pressure, the shut in pressure or static formation pressure




                                                                                    Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                   http://www.foxitsoftware.com For evaluation only.




Well testing
§ The response of the reservoir to change in production/
     injection rates in a well is monitored
§ The reservoir response is measured in terms of ‘pressure’
     response & is usually dependent on K, Skin, Well bore
     storage, boundaries, fractures, dual porosity et.c
     ú Evaluation: Deliverability, Properties, Size
     ú Management: Refining forecast, Front movement
     ú Description: Faults, barriers


                                                              P
                            Res
                           K,s,C
                                                                              T
qo
                                                             P
                t
                        Model
                        K,s,C
Generated by Foxit PDF Creator © Foxit Software
                              http://www.foxitsoftware.com For evaluation only.




Radial Flow in a porous media :

For a single phase fluid flow (radial) in a constant
permeability and porosity for a fluid of small and
constant compressibility, the eauation is :




Pws= Pi-162.6qµB/kh*log((T+∆t)/ ∆t)

K= 162.6qµB
       mh

S= 1.151[ P1hr-Pwf] –log (K /         uCtrw2 )+3.23]
            m
                                                                Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                                       http://www.foxitsoftware.com For evaluation only.




            Pressure Build-up analysis
     § Log-log Plot(Diagnostic plot):
            Log             t Vs Log        P
     § Horner Plot or MDH Plot :                                                      Horner Plot
            Log [(tp+                t)/   t] Vs Pwf



  Pskin=    0.87mS

Jactual =     q         .
              P*- Pwf
Jideal =       q               .
              P*-Pwf-        Pskin

Flow Efficiency = Jactual/ Jideal


D(distance of fault)=
(0.00105K          t/   uCt)1/2
Where
          t = point at the time of intersection
        between two
              straight lines
Generated by Foxit PDF Creator © Foxit Software
                                   http://www.foxitsoftware.com For evaluation only.




Field Example
  XYZ
  2222-2250.5m (B2)
  3 distinct slopes
  K:588md, kh:17105 mdft
  Nearest distance to heterogeneity: 130ft




                                                                                       Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                   http://www.foxitsoftware.com For evaluation only.




Field Example
  XYZ
  2222-2250.5m (B2)
  3 distinct slopes
  K:588md, kh:17105 mdft
  Nearest distance to heterogeneity: 130ft




                                                                                       Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                                                                                     http://www.foxitsoftware.com For evaluation only.




                           More data More Refinement
                                                                                                         Fig-4
                                             L-II RFT Pressure Data



               920
                                                                                            1983-84
               940                                                                          1993-94
                                                                                            1997-98
               960
tvds s (m )




               980


              1000


              1020


              1040
                  900   1000   1100   1200   1300    1400    1500     1600    1700   1800     1900     2000
                                                Normalised pressures ( psi)




                                                                                                                                                Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                                              http://www.foxitsoftware.com For evaluation only.



                  Differing Aquifer Support
       I4

       P3
       I5
                   MDT pressure of layer-II                                 I4
                                                                                                                MDT pressure of layer-IV                                                                                 well P3-2/06
                                                                                   P2

                                              well P3-2/06
                                                                             I2
                                                                            I5
                                                                                                                                                                                                                         well I5-9/06
2150                                          well P2-3/06    2260                                                                                                                                                       well I2-10/06
                                              well P4-4/06
                                              well I5-9/06
                                                                                                                                                                                                                         well I1-06/08
2160                                          well I2-10/06   2270                                                                                                                                                       Well I6-07/08
                                                                                    31%
                                              well I1-06/08                                                                                                                                                              D1-14-10/07
                                              Well I6-07/08
2170                                          D1-14-10/07
                                                              2280                                                                                                                                                       Well P5-9/08
                                              wELL p5-9/08                                                                                                                                                               well p6 11/08
                                              well p6-11/08
2180                                                          2290
                                              well p1-12/08

            15%
2190                                                          2300



2200                                                          2310



2210                                                          2320



2220                                                          2330



2230                                                          2340



2240                                                          2350



2250                                                          2360
                                                                     3160
                                                                            3180
                                                                                    3200
                                                                                           3220
                                                                                                  3240
                                                                                                         3260
                                                                                                                3280
                                                                                                                       3300
                                                                                                                              3320
                                                                                                                                     3340
                                                                                                                                            3360
                                                                                                                                                   3380
                                                                                                                                                          3400
                                                                                                                                                                 3420
                                                                                                                                                                        3440
                                                                                                                                                                               3460
                                                                                                                                                                                      3480
                                                                                                                                                                                             3500
                                                                                                                                                                                                    3520
                                                                                                                                                                                                           3540
                                                                                                                                                                                                                  3560
       2920
       2940
       2960
       2980
       3000
       3020
       3040
       3060
       3080
       3100
       3120
       3140
       3160
       3180
       3200
       3220
       3240
       3260
       3280
       3300
       3320
       3340
       3360
       3380
       3400
       3420
       3440




                                                                                                                                                                        Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                        http://www.foxitsoftware.com For evaluation only.




Data - Fluid Properties

§ Expressing HC in
  place in surface
  conditions

§ Estimation of
  Pb,FVF,Rs,Bg,
  Viscosity

§ Laboratory or
  empirical relations

                                                                            Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                    http://www.foxitsoftware.com For evaluation only.




       Basic PVT
       Properties

      Mar-2010




Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                          http://www.foxitsoftware.com For evaluation only.



Reservoir Fluid Types
Tr<Tc                       Tc<Tr<Tct                            Tr>Tct
§Black oil                  §Retrograde                          §Wet gas
§Low shrinkage oil          condensate                           §Dry gas
§Volatile oil               §Near Critical Cond
                            gas




Mole Comp.      Black Oil         Volatile Oil          Gas. Cond               Dry gas
C1              48.83             64.36                 87.07                   95.85
C2              2.75              7.52                  4.39                    2.67
C3              1.93              4.74                  2.29                    0.34
C4              1.6               4.12                  1.74                    0.52
C5              1.15              2.97                  0.83                    0.08
C6              1.59              1.38                  0.60                    0.12
C7+             42.15             14.91                 3.80                    0.42

                                                                                     Mar-2010
Generated by Foxit PDF Creator © Foxit Software
               http://www.foxitsoftware.com For evaluation only.




The Role of Heavy Components….




                                                      After Mccain,W.D
Generated by Foxit PDF Creator © Foxit Software
                       http://www.foxitsoftware.com For evaluation only.




      Phase Envelop-Black Oil




                                                          Bo v/rv            1.2-1.3

                                                          GOR-v/v            35-125

                                                          API°               15-40

                                                          Colour             Brown-
GOR




                                                                             D.Green
             API




                                                                  Mar-2010
      T            T
Generated by Foxit PDF Creator © Foxit Software
                http://www.foxitsoftware.com For evaluation only.




Phase Envelop-Low shrinkage Oil




                        Bo v/rv                   <1.2
                        GOR-v/v                   35
                        API°                      <35
                        Colour                    Black



                                                           Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                http://www.foxitsoftware.com For evaluation only.




 Phase Envelop-Volatile Oil




                Bo v/rv                      < 2.0
                GOR-v/v                      350-550
                API°                         45-55
                Colour                       Greenish-
                                             Orange



                                                           Mar-2010
GOR      API
Generated by Foxit PDF Creator © Foxit Software
                http://www.foxitsoftware.com For evaluation only.




Phase Envelop-Near Critical Crude




                  Bo v/rv                       > 2.0
                  GOR-v/v                       > 550
                  API°                          45-55
                  Colour                        Light



                                                           Mar-2010
Generated by Foxit PDF Creator © Foxit Software
               http://www.foxitsoftware.com For evaluation only.




Phase Envelop-Retrograde Gas
Condensate




                            GOR-v/v                          1400-16000
                            API°                             > 50
                            Colour                           Light




                                                                     Mar-2010
GOR    API
Generated by Foxit PDF Creator © Foxit Software
               http://www.foxitsoftware.com For evaluation only.




  Phase Envelop-Wet Gas




                                    GOR-v/v                        11000-
                                                                   18000
                                    API°                           60

                                    Colour                         Light


                                                          Mar-2010
GOR    API
Generated by Foxit PDF Creator © Foxit Software
              http://www.foxitsoftware.com For evaluation only.




Phase Envelop- Dry Gas




                                                GOR-v/v           >18000
                                                API°              >
                                                Colour            Light



                                                         Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                  http://www.foxitsoftware.com For evaluation only.




Drive mechanism

§ Depletion drive:
  Expansion of gas
  evolved from solution

  ú   No free gas cap and no
      active water drive
  ú   Rapid pressure decline
  ú   Water free production
  ú   Rapidly increasing GOR
  ú   Low ultimate oil recovery
      (5-20%)


                                                                             Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                    http://www.foxitsoftware.com For evaluation only.




      Drive mechanism
§ Gas Cap drive:
  Expansion of Gas cap
  gas

  ú Gas cap and no or small
      active water drive
  ú   Less rapid pressure decline
  ú   Water free production
  ú   Rapidly increasing GOR in
      structurally high wells
  ú   Moderate ultimate oil
      recovery (25-40%)

                                                                               Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                             http://www.foxitsoftware.com For evaluation only.




Drive mechanism

§ Water Drive:
  Production of oil by
  water displacing
  process is & usually
  most efficient process
  ú Very gradual pressure
    decline
  ú Little change in producing
    GOR
  ú Early water production
    from structurally lower
    wells
  ú High ultimate recovery


                                                                        Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                http://www.foxitsoftware.com For evaluation only.




   Drive mechanism
§ Gravity Drainage:
  As a result of difference in reservoir fluid
  densities
  ú Low GOR in structurally low wells
  ú Formation of Secondary GCG
  ú High GOR in structurally high wells
  ú Little or no water production
  ú High ultimate recovery
  ú Variable rate of pressure decline




                                                                           Mar-2010
Generated by Foxit PDF Creator © Foxit Software
              http://www.foxitsoftware.com For evaluation only.




Asphaltene –The problem




                                                         Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                               http://www.foxitsoftware.com For evaluation only.




               Scales for reservoir heterogeneity

       MICRO
       Thin sections
                                           MACRO
                                           Core


MEGA
Well logging
Well test
3D seismic

                                                                  GIGA
                                                                  Seismic
                                                                  Basin studies




                                                                        RSIN3

                                                                          Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                     http://www.foxitsoftware.com For evaluation only.




Reservoir simulation
§ The dictionary meaning of the word
  ‘simulate’ is ‘to give an appearance of’


§ Forms an integral part of Reservoir
  Management Functions (RMF)




                                                                Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                        http://www.foxitsoftware.com For evaluation only.




  Reservoir simulation
§ Mimics the behavior of a real system through
  a model (physical, analog, electrical or
  numerical) based on realistic assumptions

§ Simulation can be close to reality but it is
  never the reality ( should approach reality with
  time)




                                                                            Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                     http://www.foxitsoftware.com For evaluation only.




Disciplinary contributions to reservoir modeling
            Seismic                                            Fluid
         Interpretation   Petrophysics
                                                             Properties




                          NUMERICAL
           Geological     SIMULATION                          Surface
            Model           MODEL                             Facilities




                             Wells
          Model Grid        Vertical                        Economics
           Effects         Horizontal
                           Multilateral



                                                                           RSIN1   Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                       http://www.foxitsoftware.com For evaluation only.




  Numerical Model
§ Mathematical models
     System of equations describing the
     physical behavior

     These are complicated nonlinear partial
     differential equations relating pressure
     and saturation changes with time

     Analytical solutions-generally impossible

     Numerical solutions –generally the only
     way
                                                                  Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                     http://www.foxitsoftware.com For evaluation only.




Numerical Models

§ Basic equations for fluid flow

  ú Conservation of mass
  ú Conservation of momentum
  ú Conservation of energy
  ú Rate Equation
  ú EOS


                                                                Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                            http://www.foxitsoftware.com For evaluation only.




  Numerical Models
§ Numerical solution produces
  answer at discrete points within
  the system

§ Use of ‘finite difference’ for
  transforming the continuous
  differential equation to discrete
  form-both space and time are
  discretized (grid, timesteps)

§ Common solution procedures
      • IMPES, Newton-Raphson
                                                                                Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                      http://www.foxitsoftware.com For evaluation only.



      Stochastic Modeling
  § Measures statistical variation in data
      points-maps similar statistical properties
  §   Better describes the heterogeneity of the
      reservoir- (variograms-trends, direction)
  §   Integrates independent measurements
  §   Uncertainty in measured values-assessed
  §   Algorithm-Kriging, Conditional
      simulation,co-kriging




Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                                      http://www.foxitsoftware.com For evaluation only.




                   Scales for reservoir heterogeneity
   MICRO
   Thin sections

                               MACRO
                                                                     Grouping of fine layers for upscaling
                               Core                              1               2                 3               4
                                                  100%

                                                  80%

                                                  60%

                                                  40%

                                                  20%

                                                   0%
                                                         1   3   5   7   9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43
                                                                               Fine layers of 'a' parasequence

                                                                                 <1   1 to 10   10 to 100   >100


MEGA
Well logging
Well test                                 RSIN3

3D seismic
                          GIGA
                          Seismic
                          Basin studies

                                                                                          Mar-2010
Generated by Foxit PDF Creator © Foxit Software
              http://www.foxitsoftware.com For evaluation only.



History Match-First Realization




                                                         Mar-2010
Generated by Foxit PDF Creator © Foxit Software
                 http://www.foxitsoftware.com For evaluation only.




History Match -Final Realization




                                                            Mar-2010
Generated by Foxit PDF Creator © Foxit Software
             http://www.foxitsoftware.com For evaluation only.




Layer-9(c)
Generated by Foxit PDF Creator © Foxit Software
                       http://www.foxitsoftware.com For evaluation only.




Parallel Simulation




     10 million cell                         1 billion cell
Generated by Foxit PDF Creator © Foxit Software
                       http://www.foxitsoftware.com For evaluation only.




Role & Impact

 ú Corporate impact-cash flow predictions
 ú Insight to the various physical process
 ú Sensitivity
 ú Comparing different exploitation scenarios
 ú Optimize project design to maximize economic
   recovery
 ú Real Time monitoring




                                                                  Mar-2010
Generated by Foxit PDF Creator © Foxit Software
             http://www.foxitsoftware.com For evaluation only.




Thanks for patient hearing




                                               Mar-2010

More Related Content

Recently uploaded

Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Dave Litwiller
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Neil Kimberley
 
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...Dipal Arora
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxpriyanshujha201
 
Monthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxMonthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxAndy Lambert
 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfPaul Menig
 
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case studyThe Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case studyEthan lee
 
John Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfJohn Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfAmzadHosen3
 
Pharma Works Profile of Karan Communications
Pharma Works Profile of Karan CommunicationsPharma Works Profile of Karan Communications
Pharma Works Profile of Karan Communicationskarancommunications
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with CultureSeta Wicaksana
 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Serviceritikaroy0888
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxWorkforce Group
 
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsP&CO
 
M.C Lodges -- Guest House in Jhang.
M.C Lodges --  Guest House in Jhang.M.C Lodges --  Guest House in Jhang.
M.C Lodges -- Guest House in Jhang.Aaiza Hassan
 
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...Any kyc Account
 
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756dollysharma2066
 
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRLMONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRLSeo
 
HONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsHONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsMichael W. Hawkins
 

Recently uploaded (20)

Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023
 
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
 
Monthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxMonthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptx
 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdf
 
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pillsMifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
 
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case studyThe Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
 
John Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfJohn Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdf
 
Pharma Works Profile of Karan Communications
Pharma Works Profile of Karan CommunicationsPharma Works Profile of Karan Communications
Pharma Works Profile of Karan Communications
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with Culture
 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Service
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptx
 
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and pains
 
M.C Lodges -- Guest House in Jhang.
M.C Lodges --  Guest House in Jhang.M.C Lodges --  Guest House in Jhang.
M.C Lodges -- Guest House in Jhang.
 
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
 
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
 
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRLMONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
 
HONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsHONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael Hawkins
 

Featured

How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)contently
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024Albert Qian
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsKurio // The Social Media Age(ncy)
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summarySpeakerHub
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next Tessa Mero
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best PracticesVit Horky
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project managementMindGenius
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...RachelPearson36
 
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Applitools
 
12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at WorkGetSmarter
 

Featured (20)

How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
 
Skeleton Culture Code
Skeleton Culture CodeSkeleton Culture Code
Skeleton Culture Code
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
 
How to have difficult conversations
How to have difficult conversations How to have difficult conversations
How to have difficult conversations
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best Practices
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project management
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
 
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
 
12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work
 
ChatGPT webinar slides
ChatGPT webinar slidesChatGPT webinar slides
ChatGPT webinar slides
 

Petroleum reseng

  • 1. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Petroleum Reservoir Engineering ----Basic Concepts Pennsylvania 1859 S.K.Pant
  • 2. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Outline § Introduction § Reservoir Properties ú Porosity ú Permeability ú Capillary Pressures ú Wettability ú Relative Permeability ú Reservoir Pressure § Basic PVT data § Reservoir fluid type § Drive Mechanism § Numerical simulation Mar-2009
  • 3. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Is the Party over ?? “I should stress that we are not facing a re-run of the Oil Shocks of the 1970s. They were like the tremors before an earthquake. We now face the earthquake itself. This shock is very different. It is driven by resource constraints, …” (Dr Colin. J. Campbell) Mar-2010
  • 4. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. The law of Diminishing return 50 Hyperbolic Creaming Curve-North sea 45 40 Cum Discovery, Gb 35 30 25 20 15 10 Actual Hyperbolic Model 5 0 0 500 1000 1500 2000 2500 3000 3500 Cum Wildcat wells Mar-2010
  • 5. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. The Hydrocarbon…. § Hydrocarbons are the simplest of the organic compounds. As the name suggests, hydrocarbons are made from hydrogen and carbon. The basic building block is one carbon with two hydrogens attached, except at the ends where three hydrogens are attached. Mar-2010
  • 6. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. The Hydrocarbons… § When the chain is between 5 and 9 carbons, the hydrocarbon is gasoline. § About a dozen carbons and it is diesel. § Around 20 carbons is motor oil. § A chain of hundreds to thousands of carbon and hydrogens make plastic. This particular plastic is polyethylene. Mar-2010
  • 7. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Definition-Reservoir Engineering § “Application of scientific principles to the drainage problems arising during the development and production of oil and gas reservoirs” § “The art of developing and producing oil and gas fluids in such a manner as to obtain a high economic recovery.” Mar-2010
  • 8. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Broad Functions Reservoir Simulation Therefore the Ultimate goal is….. •Hydrocarbon in place •Recoverable hydrocarbons reserves •Rate of exploitation Mar-2010
  • 9. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Data Type § Data that pertains to the reservoir rock and its extent ú Geologic & seismic data ú Well Log data ú Well test data ú Core data § Data that pertains to the properties of reservoir fluids ú Composition of HC ú PVT Mar-2010
  • 10. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. The Traps Mar-2010
  • 11. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Porosity Porosity of rock is the ratio of pore volume to bulk volume and is usually expressed as percentage Vp is pore volume Interconnected Vb is bulbk volume pores Vg is grain volume Isolated pores Total or Absolute Porosity: ú It is the ratio of the volume of all the pores to the bulk volume of the material, Effective porosity ú It is the ratio of the interconnected pore volume to the bulk volume Mar-2010
  • 12. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. A Pore Elements of Pore Throat Size & freq distribution-uncorrelated, correlated Connectivity of pores and throat-No of pore throat connecting to pores Spatial arrangement-Arrangement of pores of different sizes w.r.t each other The texture of a rock consists of it's grain or mineral crystal size, the arrangement of the grains or crystals, and the degree of uniformity of the grains or crystals. Mar-2010
  • 13. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. The role of Rock Texture… Soi=(1-Swi) high Soi=(1-Swi) low Mar-2010
  • 14. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Pore Network-Reconstructed using thin section IMAGE Analysis Porosity intergranular- 0.23 Porosity intergranular- 0.37 Porosity total- 0.28 Porosity total- 0.39 Absolute Permeability- 426md Absolute Permeability- 5600md Mar-2010
  • 15. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Saturation § Saturation of a phase is the fraction of the pore volume occupied by the phase So+Sg+Sw=1 Connate water saturation (Swc) Critical Oil Saturation (Soc) Critical gas Saturation (Sgc)
  • 16. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Permeability § Permeability is a measure of ‘ ease of flow’ or the capacity of formation to transmit fluids. § Its unit is Darcy named after a French scientist Henry Darcy in 1856. ú Absolute Permeability: When only one fluid is present in the rock. It is a property of the rock and is independent of the fluid used in the measurement. This assumes that the fluid does not interact with the rock.(K) ú Effective Permeability: Effective permeability occurs when more than one fluid is present & is a function of the fluid saturation & the wetting characteristics of the rock. (Ko,Kw,Kg) Mar-2010
  • 17. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Permeability The permeability is measured by flowing a fluid of known viscosity µ through a core plug of measured dimensions (A and L) and then measuring flow rate and pressure drop. Darcy equation becomes Mar-2010
  • 18. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Permeability Establishing a perfect Ø-K transform still remains a major challenge specially in ref to carbonates The carbonates The clastics Mar-2010
  • 19. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Improved Permeability estimation Phi Group - RQI Plot Porosity - Permeability Plot 10.000 1000.00 y = 8081.6x 2.5518 HU7, Core Permeability, mD 1.000 HU 7 100.00 HU 6 HU 5 HU6, y = 1648.1x2.3492 HU 4 y = 355.42x 2.0499 10.00 HU5, y = 245.68x 2.212 RQI, micron HU 3 HU 2 HU4, 0.100 HU 1 1.00 y = 37.476x1.8785 HU3, y = 30.796x 2.1428 HU2, 0.10 0.010 y = 18.846x 2.4585 HU1, 0.01 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.001 0.010 0.100 1.000 Core Porosity Phi Group Mar-2010
  • 20. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Capillary pressure § Combined effect of surface and IFT of the rock and fluid, pore size and geometry & wettability of the system. • Major effect of Cap pres is the creation of Transition Zone
  • 21. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Capillary pressure § Drainage Process: ú Non Wetting phase displacing Wetting phase § Imbibition Process: ú Wetting phase displacing Non wetting phase •Determination of Connate water •Establish Saturation –height relation •Rock Typing Mar-2010
  • 22. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Wettability § ‘The tendency of a fluid to spread or adhere to a solid surface in presence of another immiscible fluid ‘ Mar-2010
  • 23. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Relative Permeability § When two or more phases flow simultaneously the ratio of effective to absolute permeability is termed ‘Relative permeability’ Kro= ko/k Kre= kw/k Krg= kg/k Swc Soc NwP WP Mar-2010
  • 24. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Relative Permeability-Rock typing § The variation in Rock Texture imparts significant changes in Rel perm estimates in core plugs of same formation Mar-2010
  • 25. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Relative Permeability-Core Condition § Comparison of Rel- § Relative Permeability perms of cores with natural reservoir wettability preserved against a plug cleaned, dried and resaturated. Mar-2010
  • 26. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Relative Permeability-wettability Type No Nw Krw Water 2-3 4-6 0.1-0.4 Wet Mixed 3-5 2-4 0.5-0.9 Wet Oil Wet 6-8 1.5-3 0.8-1.0 Mar-2010
  • 27. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Reservoir Pressure § Reservoir Pressure § The fluids confined in the pores of the reservoir rock occur under certain degree of pressure, generally called reservoir pressure ú The maximum pressure is called the static bottom hole pressure, the shut in pressure or static formation pressure Mar-2010
  • 28. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Well testing § The response of the reservoir to change in production/ injection rates in a well is monitored § The reservoir response is measured in terms of ‘pressure’ response & is usually dependent on K, Skin, Well bore storage, boundaries, fractures, dual porosity et.c ú Evaluation: Deliverability, Properties, Size ú Management: Refining forecast, Front movement ú Description: Faults, barriers P Res K,s,C T qo P t Model K,s,C
  • 29. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Radial Flow in a porous media : For a single phase fluid flow (radial) in a constant permeability and porosity for a fluid of small and constant compressibility, the eauation is : Pws= Pi-162.6qµB/kh*log((T+∆t)/ ∆t) K= 162.6qµB mh S= 1.151[ P1hr-Pwf] –log (K / uCtrw2 )+3.23] m Mar-2010
  • 30. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Pressure Build-up analysis § Log-log Plot(Diagnostic plot): Log t Vs Log P § Horner Plot or MDH Plot : Horner Plot Log [(tp+ t)/ t] Vs Pwf Pskin= 0.87mS Jactual = q . P*- Pwf Jideal = q . P*-Pwf- Pskin Flow Efficiency = Jactual/ Jideal D(distance of fault)= (0.00105K t/ uCt)1/2 Where t = point at the time of intersection between two straight lines
  • 31. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Field Example XYZ 2222-2250.5m (B2) 3 distinct slopes K:588md, kh:17105 mdft Nearest distance to heterogeneity: 130ft Mar-2010
  • 32. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Field Example XYZ 2222-2250.5m (B2) 3 distinct slopes K:588md, kh:17105 mdft Nearest distance to heterogeneity: 130ft Mar-2010
  • 33. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. More data More Refinement Fig-4 L-II RFT Pressure Data 920 1983-84 940 1993-94 1997-98 960 tvds s (m ) 980 1000 1020 1040 900 1000 1100 1200 1300 1400 1500 1600 1700 1800 1900 2000 Normalised pressures ( psi) Mar-2010
  • 34. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Differing Aquifer Support I4 P3 I5 MDT pressure of layer-II I4 MDT pressure of layer-IV well P3-2/06 P2 well P3-2/06 I2 I5 well I5-9/06 2150 well P2-3/06 2260 well I2-10/06 well P4-4/06 well I5-9/06 well I1-06/08 2160 well I2-10/06 2270 Well I6-07/08 31% well I1-06/08 D1-14-10/07 Well I6-07/08 2170 D1-14-10/07 2280 Well P5-9/08 wELL p5-9/08 well p6 11/08 well p6-11/08 2180 2290 well p1-12/08 15% 2190 2300 2200 2310 2210 2320 2220 2330 2230 2340 2240 2350 2250 2360 3160 3180 3200 3220 3240 3260 3280 3300 3320 3340 3360 3380 3400 3420 3440 3460 3480 3500 3520 3540 3560 2920 2940 2960 2980 3000 3020 3040 3060 3080 3100 3120 3140 3160 3180 3200 3220 3240 3260 3280 3300 3320 3340 3360 3380 3400 3420 3440 Mar-2010
  • 35. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Data - Fluid Properties § Expressing HC in place in surface conditions § Estimation of Pb,FVF,Rs,Bg, Viscosity § Laboratory or empirical relations Mar-2010
  • 36. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Basic PVT Properties Mar-2010 Mar-2010
  • 37. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Reservoir Fluid Types Tr<Tc Tc<Tr<Tct Tr>Tct §Black oil §Retrograde §Wet gas §Low shrinkage oil condensate §Dry gas §Volatile oil §Near Critical Cond gas Mole Comp. Black Oil Volatile Oil Gas. Cond Dry gas C1 48.83 64.36 87.07 95.85 C2 2.75 7.52 4.39 2.67 C3 1.93 4.74 2.29 0.34 C4 1.6 4.12 1.74 0.52 C5 1.15 2.97 0.83 0.08 C6 1.59 1.38 0.60 0.12 C7+ 42.15 14.91 3.80 0.42 Mar-2010
  • 38. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. The Role of Heavy Components…. After Mccain,W.D
  • 39. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Phase Envelop-Black Oil Bo v/rv 1.2-1.3 GOR-v/v 35-125 API° 15-40 Colour Brown- GOR D.Green API Mar-2010 T T
  • 40. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Phase Envelop-Low shrinkage Oil Bo v/rv <1.2 GOR-v/v 35 API° <35 Colour Black Mar-2010
  • 41. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Phase Envelop-Volatile Oil Bo v/rv < 2.0 GOR-v/v 350-550 API° 45-55 Colour Greenish- Orange Mar-2010 GOR API
  • 42. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Phase Envelop-Near Critical Crude Bo v/rv > 2.0 GOR-v/v > 550 API° 45-55 Colour Light Mar-2010
  • 43. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Phase Envelop-Retrograde Gas Condensate GOR-v/v 1400-16000 API° > 50 Colour Light Mar-2010 GOR API
  • 44. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Phase Envelop-Wet Gas GOR-v/v 11000- 18000 API° 60 Colour Light Mar-2010 GOR API
  • 45. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Phase Envelop- Dry Gas GOR-v/v >18000 API° > Colour Light Mar-2010
  • 46. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Drive mechanism § Depletion drive: Expansion of gas evolved from solution ú No free gas cap and no active water drive ú Rapid pressure decline ú Water free production ú Rapidly increasing GOR ú Low ultimate oil recovery (5-20%) Mar-2010
  • 47. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Drive mechanism § Gas Cap drive: Expansion of Gas cap gas ú Gas cap and no or small active water drive ú Less rapid pressure decline ú Water free production ú Rapidly increasing GOR in structurally high wells ú Moderate ultimate oil recovery (25-40%) Mar-2010
  • 48. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Drive mechanism § Water Drive: Production of oil by water displacing process is & usually most efficient process ú Very gradual pressure decline ú Little change in producing GOR ú Early water production from structurally lower wells ú High ultimate recovery Mar-2010
  • 49. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Drive mechanism § Gravity Drainage: As a result of difference in reservoir fluid densities ú Low GOR in structurally low wells ú Formation of Secondary GCG ú High GOR in structurally high wells ú Little or no water production ú High ultimate recovery ú Variable rate of pressure decline Mar-2010
  • 50. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Asphaltene –The problem Mar-2010
  • 51. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Scales for reservoir heterogeneity MICRO Thin sections MACRO Core MEGA Well logging Well test 3D seismic GIGA Seismic Basin studies RSIN3 Mar-2010
  • 52. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Reservoir simulation § The dictionary meaning of the word ‘simulate’ is ‘to give an appearance of’ § Forms an integral part of Reservoir Management Functions (RMF) Mar-2010
  • 53. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Reservoir simulation § Mimics the behavior of a real system through a model (physical, analog, electrical or numerical) based on realistic assumptions § Simulation can be close to reality but it is never the reality ( should approach reality with time) Mar-2010
  • 54. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Disciplinary contributions to reservoir modeling Seismic Fluid Interpretation Petrophysics Properties NUMERICAL Geological SIMULATION Surface Model MODEL Facilities Wells Model Grid Vertical Economics Effects Horizontal Multilateral RSIN1 Mar-2010
  • 55. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Numerical Model § Mathematical models System of equations describing the physical behavior These are complicated nonlinear partial differential equations relating pressure and saturation changes with time Analytical solutions-generally impossible Numerical solutions –generally the only way Mar-2010
  • 56. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Numerical Models § Basic equations for fluid flow ú Conservation of mass ú Conservation of momentum ú Conservation of energy ú Rate Equation ú EOS Mar-2010
  • 57. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Numerical Models § Numerical solution produces answer at discrete points within the system § Use of ‘finite difference’ for transforming the continuous differential equation to discrete form-both space and time are discretized (grid, timesteps) § Common solution procedures • IMPES, Newton-Raphson Mar-2010
  • 58. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Stochastic Modeling § Measures statistical variation in data points-maps similar statistical properties § Better describes the heterogeneity of the reservoir- (variograms-trends, direction) § Integrates independent measurements § Uncertainty in measured values-assessed § Algorithm-Kriging, Conditional simulation,co-kriging Mar-2010
  • 59. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Scales for reservoir heterogeneity MICRO Thin sections MACRO Grouping of fine layers for upscaling Core 1 2 3 4 100% 80% 60% 40% 20% 0% 1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 Fine layers of 'a' parasequence <1 1 to 10 10 to 100 >100 MEGA Well logging Well test RSIN3 3D seismic GIGA Seismic Basin studies Mar-2010
  • 60. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. History Match-First Realization Mar-2010
  • 61. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. History Match -Final Realization Mar-2010
  • 62. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Layer-9(c)
  • 63. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Parallel Simulation 10 million cell 1 billion cell
  • 64. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Role & Impact ú Corporate impact-cash flow predictions ú Insight to the various physical process ú Sensitivity ú Comparing different exploitation scenarios ú Optimize project design to maximize economic recovery ú Real Time monitoring Mar-2010
  • 65. Generated by Foxit PDF Creator © Foxit Software http://www.foxitsoftware.com For evaluation only. Thanks for patient hearing Mar-2010