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Addressing uncertainties in estimates of recoverable 
gas for underexplored shale gas basins 
Understanding the basic processes of hydraulic 
fracturing, stimulation of natural faults and fractures, 
and induced seismicity using numerical modelling 
TNO Petroleum Geosciences, the Netherlands 
Jan ter Heege, Unconventional gas team @ TNO
Upfront modelling and simulations of hydraulic fracturing 
and gas production to quantify and reduce uncertainties 
characterization hydraulic fracturing 
basin modelling 
natural fractures 
gas production 
TNO’s workflow to 
determine 
recoverable gas in 
shale gas basins 
upfront  
well-based estimates
Example application of workflow to underexplored shale 
gas basin: the Jurassic Posidonia shale in the Netherlands
Limited (well log, core, seismic) data is available for 
(uncertainty assessment of) estimates of recoverable gas 
no wells targeting the Posidonia 
no well tests or frac jobs 
data from wells drilled through the 
Posidonia (for example targeting 
deeper Triassic tight gas sands) 
current analysis based on data from 
well WED-03, 3D seismics, core data 
key aspect underexplored shales: 
resource estimate, incl. uncertainty
Petrophysical and geomechanical toolboxes to 
characterize bounds on relevant input parameters 
Zone 
ATBR 
ATWDU 
ATWDM 
ATWDL1 
ATWDL2 
ATWDL3 
ATWDL4 
ATWDL5 
ATWDL6 
ATWDL7 
ATWDL8 
ATWDL9 
ATWDL10 
ATWDL11 
ATWDL12 
ATWDL13 
ATWDL14 
ATWDL15 
ATWDL16 
ATPO1 
ATPO2 
ATPO3 
ATPO4 
ATPO5 
ATAL1 
ATAL2 
ATAL3 
ATAL4 
ATAL5 
ATAL6 
ATAL7 
ATAL8 
ATAL9 
ATAL10 
ATAL11 
ATAL12 
ATAL13 
ATAL14 
Underburden 
Rock type 
COARSE 
OVER-BURDEN 
SHALE 
FINE 
POSIDONIA 
OVERBURDEN 
UNDERBURDEN
In absence of well tests, bounds on local stresses are 
determined using geomechanical theory 
Bounds on Shmin: 
-Hydrostatic pore pressure 
Δ푃 
Δ푧 
=10 MPa/km 
-Poisson effect of overburden 
weight (normal faulting) 
푆ℎ푚푖푛 = 
휐 
1−휐 
푆푣 − 훼푃 + 훼푃 
-frictional faulting theory (FFT) 
(strike slip faulting, Shmax=Sv) 
푆ℎ푚푖푛 = 
푆퐻푚푎푥 − 훼푃 
휇2 + 1 
1 
2 + 휇 
2 + 훼푃
The fast commercial simulator MFRAC is used to test 
sensitivity of fracture properties to input parameters 
scenario input low base high 
rock properties 
permeability 0.19 3.36 16.04 
leakoff coefficient 3.1 21.0 169.4 
Young's modulus 5.7 8.5 19.7 
Poisson's ratio 0.34 0.39 0.41 
fracture toughness 0 2000 4000 
stress state scenarios 
vertical stress 43.7 48.3 52.8 
min. hor. stress (extreme) 21.9 37.3 52.8 
min. hor. stress (Poisson) 33.3 38.9 43.3 
min. hor. stress (FFT) 27.0 30.4 52.8 
treatment schedules 
injection rate 1 10 20 
total injection volume 10 250 500 
number of stages 2 11 21 
fluid/proppant type FR01/7140 FLD1/0001 H521/C002 
total proppant mass 1 2 4 
proppant injection ramp up constant 0.5x/1.5x
Hydraulic fracturing simulations for ranges of input 
parameters show main variations of fracture properties 
slickwater + 70/140 
mesh proppant
Characterization of natural faults and fractures at 
different length scales using different methods 
seismic 
outcrop 
analogues 
core plugs 
thinsections 
Fault length (m) 
Cumulative number 
Posidonia 
Shale Fm 
TNO 
Torabi & Berg (2011) 
faults from 3D 
seismics 
Whitby, UK 
hydraulic fracturing
Variations in local stress field yield large variations in 
stimulated natural fracture network 
SHmax 
Shmin 
map views of 
fracture network 
increasing stress anisotropy 
meters 
wellbore 
note different 
scales
Variation in natural fracture spacing yield large 
variations in stimulated natural fracture network 
SHmax 
wellbore 
increasing fracture spacing 
meters 
Shmin 
0.5 meter 2 meter 5 meter 
map views 
of fracture 
network 
(note 
different 
scales)
Optimization of hydraulic fracturing and well planning 
based on subsurface faults and fractures
Primary fracture conductivities & propped fracture length 
are used to test sensitivity of gas production to fracturing 
frac job design 
geological 
uncertainty
BHP decline for sustained flow rates through evenly 
spaced fractures along a 1 km horizontal well section 
(closed reservoir system 
MPROD simulator, 
Meyer 2014)
Interference of gas flow from fractures shows optimum of 
~10 fractures along a horizontal well section of 1 km 
10
Gas production simulations for range of input parameters 
show main variation of flow rates & cumulative production 
hor. well section of 1 km 
evenly spaced fractures 
5-10-15 fractures 
5-10-15 years production
Understanding the basic processes of hydraulic 
fracturing, stimulation of natural faults and fractures, 
and induced seismicity using numerical modelling 
Jan ter Heege, Geomechanics team @ TNO 
TNO Petroleum Geosciences, the Netherlands
KIP review 
Finite difference modelling of stimulation of faults 
and fractures 
Pore 
pressure 
variation 
within 
intersecting 
natural 
fractures 
Pore pressure 
interference during 
cyclic well tests 
(coll. Renner, RUB) 
coupled 
modelling
Relation hydraulic fracturing and induced seismicity 
Wassing et 
al. 2013
Research hydraulic fracturing: Discrete element models 
Goal: Predict “fraccability” and productivity of gas shales using 
discrete element models and rock mechanical properties from lab 
experiments and available well logs 
Example: Discrete element 
simulation of hydraulic fracturing 
in rock sample by injection in the 
centre of the sample (fractures are 
visualized by blue/red discs) 
Outcome: Fracture properties for different stimulation conditions 
and (lateral & vertical variable) properties of gas shales
Discrete element modelling of hydraulic fracturing 
a 
• fluid domains based on 
element topology 
• pressure in fluid domains 
• single phase fluid flow 
over element-element 
contacts (Darcy parallel 
plates) 
2D 
3D 
2D 
3D 
2D 2D 
3D
characterization hydraulic fracturing 
basin modelling 
natural fractures 
gas production

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Addressing uncertainties in recoverable shale gas estimates

  • 1. Addressing uncertainties in estimates of recoverable gas for underexplored shale gas basins Understanding the basic processes of hydraulic fracturing, stimulation of natural faults and fractures, and induced seismicity using numerical modelling TNO Petroleum Geosciences, the Netherlands Jan ter Heege, Unconventional gas team @ TNO
  • 2. Upfront modelling and simulations of hydraulic fracturing and gas production to quantify and reduce uncertainties characterization hydraulic fracturing basin modelling natural fractures gas production TNO’s workflow to determine recoverable gas in shale gas basins upfront  well-based estimates
  • 3. Example application of workflow to underexplored shale gas basin: the Jurassic Posidonia shale in the Netherlands
  • 4. Limited (well log, core, seismic) data is available for (uncertainty assessment of) estimates of recoverable gas no wells targeting the Posidonia no well tests or frac jobs data from wells drilled through the Posidonia (for example targeting deeper Triassic tight gas sands) current analysis based on data from well WED-03, 3D seismics, core data key aspect underexplored shales: resource estimate, incl. uncertainty
  • 5. Petrophysical and geomechanical toolboxes to characterize bounds on relevant input parameters Zone ATBR ATWDU ATWDM ATWDL1 ATWDL2 ATWDL3 ATWDL4 ATWDL5 ATWDL6 ATWDL7 ATWDL8 ATWDL9 ATWDL10 ATWDL11 ATWDL12 ATWDL13 ATWDL14 ATWDL15 ATWDL16 ATPO1 ATPO2 ATPO3 ATPO4 ATPO5 ATAL1 ATAL2 ATAL3 ATAL4 ATAL5 ATAL6 ATAL7 ATAL8 ATAL9 ATAL10 ATAL11 ATAL12 ATAL13 ATAL14 Underburden Rock type COARSE OVER-BURDEN SHALE FINE POSIDONIA OVERBURDEN UNDERBURDEN
  • 6. In absence of well tests, bounds on local stresses are determined using geomechanical theory Bounds on Shmin: -Hydrostatic pore pressure Δ푃 Δ푧 =10 MPa/km -Poisson effect of overburden weight (normal faulting) 푆ℎ푚푖푛 = 휐 1−휐 푆푣 − 훼푃 + 훼푃 -frictional faulting theory (FFT) (strike slip faulting, Shmax=Sv) 푆ℎ푚푖푛 = 푆퐻푚푎푥 − 훼푃 휇2 + 1 1 2 + 휇 2 + 훼푃
  • 7. The fast commercial simulator MFRAC is used to test sensitivity of fracture properties to input parameters scenario input low base high rock properties permeability 0.19 3.36 16.04 leakoff coefficient 3.1 21.0 169.4 Young's modulus 5.7 8.5 19.7 Poisson's ratio 0.34 0.39 0.41 fracture toughness 0 2000 4000 stress state scenarios vertical stress 43.7 48.3 52.8 min. hor. stress (extreme) 21.9 37.3 52.8 min. hor. stress (Poisson) 33.3 38.9 43.3 min. hor. stress (FFT) 27.0 30.4 52.8 treatment schedules injection rate 1 10 20 total injection volume 10 250 500 number of stages 2 11 21 fluid/proppant type FR01/7140 FLD1/0001 H521/C002 total proppant mass 1 2 4 proppant injection ramp up constant 0.5x/1.5x
  • 8. Hydraulic fracturing simulations for ranges of input parameters show main variations of fracture properties slickwater + 70/140 mesh proppant
  • 9. Characterization of natural faults and fractures at different length scales using different methods seismic outcrop analogues core plugs thinsections Fault length (m) Cumulative number Posidonia Shale Fm TNO Torabi & Berg (2011) faults from 3D seismics Whitby, UK hydraulic fracturing
  • 10. Variations in local stress field yield large variations in stimulated natural fracture network SHmax Shmin map views of fracture network increasing stress anisotropy meters wellbore note different scales
  • 11. Variation in natural fracture spacing yield large variations in stimulated natural fracture network SHmax wellbore increasing fracture spacing meters Shmin 0.5 meter 2 meter 5 meter map views of fracture network (note different scales)
  • 12. Optimization of hydraulic fracturing and well planning based on subsurface faults and fractures
  • 13. Primary fracture conductivities & propped fracture length are used to test sensitivity of gas production to fracturing frac job design geological uncertainty
  • 14. BHP decline for sustained flow rates through evenly spaced fractures along a 1 km horizontal well section (closed reservoir system MPROD simulator, Meyer 2014)
  • 15. Interference of gas flow from fractures shows optimum of ~10 fractures along a horizontal well section of 1 km 10
  • 16. Gas production simulations for range of input parameters show main variation of flow rates & cumulative production hor. well section of 1 km evenly spaced fractures 5-10-15 fractures 5-10-15 years production
  • 17. Understanding the basic processes of hydraulic fracturing, stimulation of natural faults and fractures, and induced seismicity using numerical modelling Jan ter Heege, Geomechanics team @ TNO TNO Petroleum Geosciences, the Netherlands
  • 18. KIP review Finite difference modelling of stimulation of faults and fractures Pore pressure variation within intersecting natural fractures Pore pressure interference during cyclic well tests (coll. Renner, RUB) coupled modelling
  • 19. Relation hydraulic fracturing and induced seismicity Wassing et al. 2013
  • 20. Research hydraulic fracturing: Discrete element models Goal: Predict “fraccability” and productivity of gas shales using discrete element models and rock mechanical properties from lab experiments and available well logs Example: Discrete element simulation of hydraulic fracturing in rock sample by injection in the centre of the sample (fractures are visualized by blue/red discs) Outcome: Fracture properties for different stimulation conditions and (lateral & vertical variable) properties of gas shales
  • 21. Discrete element modelling of hydraulic fracturing a • fluid domains based on element topology • pressure in fluid domains • single phase fluid flow over element-element contacts (Darcy parallel plates) 2D 3D 2D 3D 2D 2D 3D
  • 22. characterization hydraulic fracturing basin modelling natural fractures gas production