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Permeability characterization and
alteration due to reactive transport

                   Hang Deng
Department of Civil and Environmental Engineering
               Princeton University
                    For PECS
                March 13th, 2012

                                                    1
Backgrounds for CCS

Geological storage
• Easy accessibility
• Large storage capacity    Carbon Capture
(IPCC SRCCS, 2005)         and Sequestration
Challenges                       (CCS)
• Leakage
• Proper legal
framework (property
rights etc.)
• Public acceptance
•...
(IPCC SRCCS, 2005)
                                  (Socolow and Pacala, 2005)
Backgrounds for CCS

                      (IPCC, 2005)
Backgrounds for CCS
Leakage Risk




                                      ?                                     ?
                           Injection stops
                                                              Time
     Leakage risk due to         Mineral dissolution may         Geochemical-induced
     pressure changes            enlarge flow pathways over      sealing may reduce leakage
                                 time                            risk (From Prof. Catherine A. Peters)
CCS in China

• Willingness
• C Capture
• Subsurface environments
  – Deep saline aquifers - 160~1451 Gt
  – Depleted oil and gas reservoirs -
    4.1~30.5 Gt
  – Coal beds - 12.1~48.4 Gt

• Technologies
  – Gaobeidian Project & Shidongkou
    Project
  – EOR (enhanced oil recovery) - Liaohe
    oil field
  – IGCC
                                           (Li et al., 2009)
CCS in China
• Opportunities v.s. Challenges




                                  (Seligsohn et al., 2010)
Motivations for me to study CCS
• Opportunities v.s. Challenges




              ‘COAL-POWER CONFLICT’
Some useful concepts

    Porosity v.s. Permeability
    Aquifer (reservoir) v.s. Aquitard (caprock)
    Rock types, and minerals
   • Igneous Rocks (Crystalline, low porosity, low permeability, fractures)
            e.g. Basalt
   • Metamorphic Rocks (Crystalline, low porosity, low permeability,
   fractures)
            e.g. Marble
   • Sedimentary Rocks (high porosity, high permeability, few fractures)
            e.g. Limestone (carbonates)
                 Sandstone (quartz)
                 Shale (clay minerals)
Some useful concepts

    Porosity v.s. Permeability
    Aquifer (reservoir) v.s. Aquitard (caprock)
    Rock types, and minerals
    Brine Chemistry




                                           (Gherardi et al., 2007)
Some useful concepts

    Geothermal gradient, hydrostatic pressure,
  CO2 dissolution and pH
                          Temperature [C]                         Pressure [bar]                    CO2 solubility [mol/kgw]                  pH
                     20    30   40    50   60      70          0    50     100     150       200          0     0.5        1           2   3   4    5   6
                0                                         0                                          0                            0
                             Surface temperature                         Surface pressure
                             20 C                                       1 bar
              200            Geothermal gradient        200              Pressure gradient         200                          200
                             25 C/km                                    100 bar/km

              400                                       400                                        400                          400



              600                                       600                                        600                          600



              800                                       800                                        800                          800
  Depth [m]




              1000                                      1000                                       1000                         1000



              1200                                      1200                                       1200                         1200



              1400                                      1400                                       1400                         1400



              1600                                      1600                                       1600                         1600



              1800                                      1800                                       1800                         1800



              2000                                      2000                                       2000                         2000
Some useful concepts

    Relevant chemical reactions
        Carbonic acid formation     CO2 + H2O  HCO3- + H+
              Reactions with aluminosilicates – slow
      Mg5Al2Si3O10(OH)8 + 5 CO2  5 MgCO3 + H4SiO4 + Al2Si2O5(OH)4

           Reactions with carbonates and sulfates – fast
                 CaCO3 + H2O + CO2(aq)  Ca2+ + 2 HCO3-

                      Reactions with cements
                  CaO SiO2H2O + CO2  CaCO3 + SiO2H2O
                     Ca(OH)2 + CO2  CaCO3 + H2O

    Fractures: mechanical v.s. hydraulic
  aperture
Overview of past, present and future research


    Hydrogeological characterization of Ottawa
  County, Michigan
    Impacts of microfracture network
  geometry on permeability
    Reactive transport in fractured rock and its
  impact on permeability
Overview of past, present and future research




                    Shales and mudstones
          (caprock above Viking formation – Alberta)
                 (Image sources: Prof. Peters)         (Image sources: Ellis et al., 2011)




                                                                                     13
1.Hydrogeological characterization
                          —— target formation
 Target formation: Mount Simon Sandstone (Cambrian)
  • Medium to coarse quartz sandstone, high porosity (12.89 ± 0.05%, Barnes et
  al., 2009) and permeability (2.0687 ± 2.448 logmd, Barnes et al., 2009)
  • Overlain by Eau Claire, relatively non-permeable (5.9 ± 0.06%, − 2.22 ± 1.16
  logmd, Barnes et al., 2009)
  • High Capacity (Michigan State >600,000 MM tons, Medina et al., 2010)




                               (source: Medina et al., 2010)
1.Hydrogeological characterization
                    —— potential injection site
 Potential site: Ottawa County, Michigan
  • Depth: about 1900m
  • Porosity (13.4%) & Permeability (238 md)
  •Thickness: around 250m

    Ottawa County




      (Image source: Medina et al., 2010)
1.Hydrogeological characterization
                    —— summary permeability
                                                    Permeability k (mD)
                                      10-8   10-6   10-4   10-2   100   102   104   5×105

                          Depth (m)
                           0


         Geophysical
           well logs
           (gamma,
           neutron,
          density and
          resistivity 
         conductivity)
            from 22
            wells in
            Ottawa
             County
             (DNRE)




       +
Mineralogical data
                     2170.8
                                             K–C
                                             K–T                               16
1.Hydrogeological characterization
                    —— summary permeability

                                                                 • Large variability within one
  Probability plot for Lognormal V.S. GEV distribution, MNSM
    Probability plot for lognormal V.S. GEV distribution, MNSM
                                                                 formation, largely accounted for by
 0.95      Lognormal                                             vertical variability.
0.95
 0.9       Data Points
  0.9
           GEV
0.75
 0.75                                                            • Both Lognormal and Generalized
                                                                 Extreme Value (GEV) distributions
0.5
 0.5                                                             pass Kolmogorov-Smirnov test
                                                                 (α=0.01), and GEV captures
0.25
 0.25                                                            permeability at the two tails better.

0.1
 0.1
 0.05
0.05                                                             • Sampling from the distribution
                                             5
                                        105
                     Permeability k (mD)
2.The impacts of microfractures on permeability
                          ——backgrounds




              Shales and mudstones
    (caprock above Viking formation – Alberta)   Graphic source: Smith et
            Image source: Prof. Peters           al. Int. J. Greenhouse Gas
                                                 Control 5 (2011) 226–240
2.Impacts of microfracture network on
permeability




                                                               Z
           Shales and mudstones
 (caprock above Viking formation – Alberta)                                                                 X
        (Image sources: Prof. Peters)                                                        -8


                                                                                             -9


                                                                                            -10
                                              Flow direction


  • Impacts of geometrical properties of



                                                                         Log k22 (log m2)
                                                                                            -11



  microfracture network on permeability
                                                                                            -12

                                                                    ai                      -13

        e.g. Aperture                                          li                           -14

              Roughness                                                                     -15


                                                                                            -16


                                                                                            -17
                                                                                                  0   0.2       0.4   0.6     0.8   1   1.2    1.4   1.6   1.8   2
                                                                                                                            Roughness  / am         19
3.Reactive transport in a single fracture




                     Shales and mudstones
           (caprock above Viking formation – Alberta)
                  (Image sources: Prof. Peters)         (Image sources: Ellis et al., 2011)




                                                                                      20
3.Reactive transport in a single fracture
                —— Motivation and backgrounds
     Q: What are the impacts of mineralogy and brine chemistry on
     integrity of fractured caprocks?
                               • Often neglected at large-scale simulations
                                                                                                         Fractured Caprock (Gherardi et al., 2007)
                               • High reactivity in the case of CO2 storage
                                       Sealed Caprock (Gherardi et al., 2007)
                  0.95                                                                      3.17
                                                                                                    Forcing reactions out of equilibrium
CO2 solubility [mol/L]




                                                                                            Caprock      • Carbonates and sulfates (e.g.
                                                                                            layer 1      calcite, dolomites)
                                                                                            (0.001m) • Silicates (e.g. anorthite)



                                                                                                   pH
                                                                                                         • Cements
                         0.9                                                                3.16



                                                                                                    Enhancing reaction rate
                                                                                                      • Calcite: CaCO3        Ca2+ + CO32-
                  0.85                                                                      3.15
                           100   105    110   115    120   125    130   135   140   145   150

                                                    PCO2 [bar]                              Caprock
                                                                 Sealing after
                                                                                            layer 2
                                                                    6.6 yr                  (0.003m)

                                                                                                                                           21
3.Reactive transport in a single fracture
                —— Motivation and backgrounds
 Q: What are the impacts of mineralogy and brine chemistry on
 integrity of fractured caprocks?
    • Natural and induced fractures
                                                             Fractured Caprock (Gherardi et al., 2007)
    • Generally, fast flow rate and high reactivity
         Sealed Caprock (Gherardi et al., 2007)

                                                  Caprock
                                                  layer 1
                                                  (0.001m)




                            Sealing after         Caprock
                                                  layer 2
                               6.6 yr             (0.003m)

                                                                                               22
3.Reactive transport in a single fracture
                —— Motivation and backgrounds
 Precipitation/dissolution pattern in a fracture depends on:
                                           High Da                Low Da           ∆a
                                     Transport-controlled Reaction rate-controlled


   Mineralogy
                     Reaction Rate
 Brine Chemistry


Fracture Geometry      Flow Rate


Confining Pressure


                                                t = 7 hr   (Detwiler 2008)

                                                                              23
3.Reactive transport in a single fracture
                 —— Approaching from two ends

Numerical tools (CFD &
 Reactive transport) to
inform the experiments




                                Building the
                               experimental
                                 set-up!!!
3.Reactive transport in a single fracture
                                   —— 1D transport




                                                                         Aperture/change of aperture (µm)
                                                 500     500      500
                                        Before   After
                                                  450    Change
                                                          450
                                                                  400
                                                 400     400
                                                                  300




                       Flow direction
                                                 350     350
 3.8cm




                                                                  200
                                                 300     300

                                                 250     250      100

                                                 200     200
                                                                  0
                                                 150     150
                                                                  -100
                                                 100     100
                                                                  -200
                                                 50      50
         2.54cm
                                                 0       0        -300




 Standard deviation of aperture ( ) is
 a measure of aperture roughness.
 The last term in the equation corrects
 for the tortuosity due to contact area.

                                                                  25
3.Reactive transport in a single fracture
                                   —— 2D transport




                                                                                              Aperture/change of aperture (µm)
                                                               500        500          500
                                   Before                     After
                                                               450        Change
                                                                           450
                                                                                       400
                                                               400        400
                                                                                       300




                  Flow direction
                                                               350        350
 3.8cm




                                                                                       200
                                                               300        300

                                                               250        250          100

                                                               200        200
                                                                                       0
                                                               150        150
                                                                                       -100
                                                               100        100
                                                                                       -200
                                                               50         50
         2.54cm
                                                               0          0            -300

                                                                                   0.22
                                                             Before   After
                                                                      5.0          5.0
                                                                                   0.2

                                                                                   0.18
                                                                      1            1
                                            Flow direction




                                                                                              Velocity (m/s)
                                                                                   0.16
                                                                      5.1          5.1
                                                                                   0.14
  2D steady state (James and                                                       0.12

  Chrysikopoulos, 2000)
                                                                      2            2
                                                                                   0.1
                                                                                   5.2
                                                                      5.2          0.08

                                                                                   0.06
                                                                      3            3
                                                                                   0.04
                                                                      5.3          0.02
                                                                                   5.3
                                                                                         26
3.Reactive transport in a single fracture
                                  —— 3D CFD
                                                                                                                                      y
                                                                                                                                                            x
                                                                       Flow Rate

                                      z


                            Transverse roughness Scenario 1                            Transverse roughness Scenario 2
  y                                                                                y
                                      a                                b                                   a                                                    b
                                                                           x                                                                                        x
                                                                                                                           -5
                                          -5                                                                           x 10
                                  x 10                                                                          1.25

                           1.14

                                                                                                                 1.2




                                                                                       hydraulic aperture (m)
                           1.12
  hydraulic aperture (m)




                            1.1
                                                                                                                1.15
                           1.08

                           1.06
                                                                                                                 1.1

                           1.04

                           1.02                                                                                 1.05

                             1
                                                                                                                  1
                           0.98

                           0.96

                                  1            4/5         3/7   1/4
                                                                                                                       1        4/5             3/7   1/4
                                                                                                                                                                        27
                                                     a/b                                                                                  a/b
3.Reactive transport in a single fracture
                                  —— 3D CFD
                  Amount of mineral dissolution (-) / precipitation (+)
                                                                                    z                                                                               z
          -1200




                       -1000




                               -800




                                        -600




                                               -400




                                                      -200




                                                                              200
                                                              0
         1
         2
         3
         4




                                                                                                                                                   y                                     y
         5
 Grids




                                                                                                                                 35




                                                                                        Percentage hydraulic aperture increase
         6




                                                                                                                                 30


                                                                                                                                 25
         7




                                                                                                                                 20
                                      Calcite
                                      Dolomite                                                                                   15
         8




                                                                                                                                 10


                                                                                                                                 5
         9




                                                                    100000s




                                                                                                                                 0
                                                                                                                                      0   2   4        6   8   10   12   14    16   18   20
                                                                                                                                                  Percentage volume increase
         10
Thank you!
Comments?
 Questions!

              29

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Deng - Permeability characterization and alteration due to reactive transport

  • 1. Permeability characterization and alteration due to reactive transport Hang Deng Department of Civil and Environmental Engineering Princeton University For PECS March 13th, 2012 1
  • 2. Backgrounds for CCS Geological storage • Easy accessibility • Large storage capacity Carbon Capture (IPCC SRCCS, 2005) and Sequestration Challenges (CCS) • Leakage • Proper legal framework (property rights etc.) • Public acceptance •... (IPCC SRCCS, 2005) (Socolow and Pacala, 2005)
  • 3. Backgrounds for CCS (IPCC, 2005)
  • 4. Backgrounds for CCS Leakage Risk ? ? Injection stops Time Leakage risk due to Mineral dissolution may Geochemical-induced pressure changes enlarge flow pathways over sealing may reduce leakage time risk (From Prof. Catherine A. Peters)
  • 5. CCS in China • Willingness • C Capture • Subsurface environments – Deep saline aquifers - 160~1451 Gt – Depleted oil and gas reservoirs - 4.1~30.5 Gt – Coal beds - 12.1~48.4 Gt • Technologies – Gaobeidian Project & Shidongkou Project – EOR (enhanced oil recovery) - Liaohe oil field – IGCC (Li et al., 2009)
  • 6. CCS in China • Opportunities v.s. Challenges (Seligsohn et al., 2010)
  • 7. Motivations for me to study CCS • Opportunities v.s. Challenges ‘COAL-POWER CONFLICT’
  • 8. Some useful concepts Porosity v.s. Permeability Aquifer (reservoir) v.s. Aquitard (caprock) Rock types, and minerals • Igneous Rocks (Crystalline, low porosity, low permeability, fractures) e.g. Basalt • Metamorphic Rocks (Crystalline, low porosity, low permeability, fractures) e.g. Marble • Sedimentary Rocks (high porosity, high permeability, few fractures) e.g. Limestone (carbonates) Sandstone (quartz) Shale (clay minerals)
  • 9. Some useful concepts Porosity v.s. Permeability Aquifer (reservoir) v.s. Aquitard (caprock) Rock types, and minerals Brine Chemistry (Gherardi et al., 2007)
  • 10. Some useful concepts Geothermal gradient, hydrostatic pressure, CO2 dissolution and pH Temperature [C] Pressure [bar] CO2 solubility [mol/kgw] pH 20 30 40 50 60 70 0 50 100 150 200 0 0.5 1 2 3 4 5 6 0 0 0 0 Surface temperature Surface pressure 20 C 1 bar 200 Geothermal gradient 200 Pressure gradient 200 200 25 C/km 100 bar/km 400 400 400 400 600 600 600 600 800 800 800 800 Depth [m] 1000 1000 1000 1000 1200 1200 1200 1200 1400 1400 1400 1400 1600 1600 1600 1600 1800 1800 1800 1800 2000 2000 2000 2000
  • 11. Some useful concepts Relevant chemical reactions Carbonic acid formation CO2 + H2O  HCO3- + H+ Reactions with aluminosilicates – slow Mg5Al2Si3O10(OH)8 + 5 CO2  5 MgCO3 + H4SiO4 + Al2Si2O5(OH)4 Reactions with carbonates and sulfates – fast CaCO3 + H2O + CO2(aq)  Ca2+ + 2 HCO3- Reactions with cements CaO SiO2H2O + CO2  CaCO3 + SiO2H2O Ca(OH)2 + CO2  CaCO3 + H2O Fractures: mechanical v.s. hydraulic aperture
  • 12. Overview of past, present and future research Hydrogeological characterization of Ottawa County, Michigan Impacts of microfracture network geometry on permeability Reactive transport in fractured rock and its impact on permeability
  • 13. Overview of past, present and future research Shales and mudstones (caprock above Viking formation – Alberta) (Image sources: Prof. Peters) (Image sources: Ellis et al., 2011) 13
  • 14. 1.Hydrogeological characterization —— target formation Target formation: Mount Simon Sandstone (Cambrian) • Medium to coarse quartz sandstone, high porosity (12.89 ± 0.05%, Barnes et al., 2009) and permeability (2.0687 ± 2.448 logmd, Barnes et al., 2009) • Overlain by Eau Claire, relatively non-permeable (5.9 ± 0.06%, − 2.22 ± 1.16 logmd, Barnes et al., 2009) • High Capacity (Michigan State >600,000 MM tons, Medina et al., 2010) (source: Medina et al., 2010)
  • 15. 1.Hydrogeological characterization —— potential injection site Potential site: Ottawa County, Michigan • Depth: about 1900m • Porosity (13.4%) & Permeability (238 md) •Thickness: around 250m Ottawa County (Image source: Medina et al., 2010)
  • 16. 1.Hydrogeological characterization —— summary permeability Permeability k (mD) 10-8 10-6 10-4 10-2 100 102 104 5×105 Depth (m) 0 Geophysical well logs (gamma, neutron, density and resistivity conductivity) from 22 wells in Ottawa County (DNRE) + Mineralogical data 2170.8 K–C K–T 16
  • 17. 1.Hydrogeological characterization —— summary permeability • Large variability within one Probability plot for Lognormal V.S. GEV distribution, MNSM Probability plot for lognormal V.S. GEV distribution, MNSM formation, largely accounted for by 0.95 Lognormal vertical variability. 0.95 0.9 Data Points 0.9 GEV 0.75 0.75 • Both Lognormal and Generalized Extreme Value (GEV) distributions 0.5 0.5 pass Kolmogorov-Smirnov test (α=0.01), and GEV captures 0.25 0.25 permeability at the two tails better. 0.1 0.1 0.05 0.05 • Sampling from the distribution 5 105 Permeability k (mD)
  • 18. 2.The impacts of microfractures on permeability ——backgrounds Shales and mudstones (caprock above Viking formation – Alberta) Graphic source: Smith et Image source: Prof. Peters al. Int. J. Greenhouse Gas Control 5 (2011) 226–240
  • 19. 2.Impacts of microfracture network on permeability Z Shales and mudstones (caprock above Viking formation – Alberta) X (Image sources: Prof. Peters) -8 -9 -10 Flow direction • Impacts of geometrical properties of Log k22 (log m2) -11 microfracture network on permeability -12 ai -13 e.g. Aperture li -14 Roughness -15 -16 -17 0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 1.8 2 Roughness  / am 19
  • 20. 3.Reactive transport in a single fracture Shales and mudstones (caprock above Viking formation – Alberta) (Image sources: Prof. Peters) (Image sources: Ellis et al., 2011) 20
  • 21. 3.Reactive transport in a single fracture —— Motivation and backgrounds Q: What are the impacts of mineralogy and brine chemistry on integrity of fractured caprocks? • Often neglected at large-scale simulations Fractured Caprock (Gherardi et al., 2007) • High reactivity in the case of CO2 storage Sealed Caprock (Gherardi et al., 2007) 0.95 3.17  Forcing reactions out of equilibrium CO2 solubility [mol/L] Caprock • Carbonates and sulfates (e.g. layer 1 calcite, dolomites) (0.001m) • Silicates (e.g. anorthite) pH • Cements 0.9 3.16  Enhancing reaction rate • Calcite: CaCO3 Ca2+ + CO32- 0.85 3.15 100 105 110 115 120 125 130 135 140 145 150 PCO2 [bar] Caprock Sealing after layer 2 6.6 yr (0.003m) 21
  • 22. 3.Reactive transport in a single fracture —— Motivation and backgrounds Q: What are the impacts of mineralogy and brine chemistry on integrity of fractured caprocks? • Natural and induced fractures Fractured Caprock (Gherardi et al., 2007) • Generally, fast flow rate and high reactivity Sealed Caprock (Gherardi et al., 2007) Caprock layer 1 (0.001m) Sealing after Caprock layer 2 6.6 yr (0.003m) 22
  • 23. 3.Reactive transport in a single fracture —— Motivation and backgrounds Precipitation/dissolution pattern in a fracture depends on: High Da Low Da ∆a Transport-controlled Reaction rate-controlled Mineralogy Reaction Rate Brine Chemistry Fracture Geometry Flow Rate Confining Pressure t = 7 hr (Detwiler 2008) 23
  • 24. 3.Reactive transport in a single fracture —— Approaching from two ends Numerical tools (CFD & Reactive transport) to inform the experiments Building the experimental set-up!!!
  • 25. 3.Reactive transport in a single fracture —— 1D transport Aperture/change of aperture (µm) 500 500 500 Before After 450 Change 450 400 400 400 300 Flow direction 350 350 3.8cm 200 300 300 250 250 100 200 200 0 150 150 -100 100 100 -200 50 50 2.54cm 0 0 -300 Standard deviation of aperture ( ) is a measure of aperture roughness. The last term in the equation corrects for the tortuosity due to contact area. 25
  • 26. 3.Reactive transport in a single fracture —— 2D transport Aperture/change of aperture (µm) 500 500 500 Before After 450 Change 450 400 400 400 300 Flow direction 350 350 3.8cm 200 300 300 250 250 100 200 200 0 150 150 -100 100 100 -200 50 50 2.54cm 0 0 -300 0.22 Before After 5.0 5.0 0.2 0.18 1 1 Flow direction Velocity (m/s) 0.16 5.1 5.1 0.14 2D steady state (James and 0.12 Chrysikopoulos, 2000) 2 2 0.1 5.2 5.2 0.08 0.06 3 3 0.04 5.3 0.02 5.3 26
  • 27. 3.Reactive transport in a single fracture —— 3D CFD y x Flow Rate z Transverse roughness Scenario 1 Transverse roughness Scenario 2 y y a b a b x x -5 -5 x 10 x 10 1.25 1.14 1.2 hydraulic aperture (m) 1.12 hydraulic aperture (m) 1.1 1.15 1.08 1.06 1.1 1.04 1.02 1.05 1 1 0.98 0.96 1 4/5 3/7 1/4 1 4/5 3/7 1/4 27 a/b a/b
  • 28. 3.Reactive transport in a single fracture —— 3D CFD Amount of mineral dissolution (-) / precipitation (+) z z -1200 -1000 -800 -600 -400 -200 200 0 1 2 3 4 y y 5 Grids 35 Percentage hydraulic aperture increase 6 30 25 7 20 Calcite Dolomite 15 8 10 5 9 100000s 0 0 2 4 6 8 10 12 14 16 18 20 Percentage volume increase 10