Advanced seismic inversion for geomechanics applications ... · Seismic inversion for...
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Advanced seismic inversion for geomechanics
applications in unconventional reservoirs
Colin M. Sayers, Schlumberger
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Introduction
• Sensitivity of hydraulic fracturing to stress and natural fractures
• 3D Mechanical Earth Model
• Prestack seismic inversion
• Mechanical stratigraphy
• Geomechanical properties
• Pore pressure
• In-situ stress
• Conclusion
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Sensitivity of hydraulic fractures to stress and fractures
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Ref: Kresse et al., 2011, ARMA 11-363
Increasing horizontal stress anisotropy
hmin
Hmax
Well Well Well
hmin
Hmax
hmin
Hmax
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
The 3D Mechanical Earth Model
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Framework
model
Mechanical
Stratigraphy
Earth Stress and Pore
Pressure
Elastic properties and
strength parameters
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Amplitude Variation with Offset (AVO)
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AVO is the variation in the amplitude
of a seismic reflection with offset
(distance) between source and
receiver.
The variation with q allows the P-
impedance, IP = r VP , S-impedance,
IS = r VS, and VP / VS = IP / IS to be
determined.
Ref: F. Barclay et al. (2008) Seismic inversion: Reading between the lines: Oilfield Review, 20, no. 1, 42-63.
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Seismic inversion for unconventional reservoirs
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Transverse isotropy Orthotropic Monoclinic
Kimmeridge shale Marcellus shale Utica shale
Photo by John Cook Engelder et al. (2009) Photo by Bob Jacobi
Schlumberger Cambridge Research AAPG Bulletin, 93, 857–889 http://blog.aapg.org/learn/?p=472
37 mm
Seismic inversion for unconventional reservoirs needs to take into account anisotropy:
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Mechanical stratigraphy
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Ref: Sayers and Dasgupta, The Leading Edge, 38, pp.358-365.
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Mechanical stratigraphy
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Ref: S. Dasgupta, C. Sayers and D. Paddock (2019) AAPG ACE, 19-22 May, San Antonio.
High Oil Prod.
High Gas Prod.
Mod. Oil Prod.
Mod. Gas Prod.200’
Typical Fracking Height
200’
Most fracs < 200ft
for this formation
Well placement impacts production!
Rock Classes
Siliceous Shale
Argillaceous Shale
Calcareous Shale
Carbonate
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Geomechanical properties
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Ref: Sayers, Lascano, Gofer, den Boer, Walz, Hannan, Dasgupta, Goodway, Perez and Purdue (2016) SEG abstract.
Static Young’s modulus and
Poisson’s ratio predicted using
the dynamic to static
correlations (red) compared with
core measurements (black
dots).
Static Young’s modulus [GPa] Static Poisson’s ratio
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Pore pressure
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Pore pressure is difficult to measure in low permeability rocks, but has an important impact on drilling, hydrocarbon production and geomechanics applications such as hydraulic fracturing, etc.
For highest vertical resolution, use results of AVO inversion for pore pressure estimation.
In general, the relation between the AVO inversion results and pore pressure is lithology-dependent:
(lithology, , / , )p p P P s ijP P I V V =
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
P-impedance between 3rd Bone Spring and Base Wolfcamp
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
VP/VS between 3rd Bone Spring and Base Wolfcamp
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Pore pressure from acoustic and shear impedance
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(lithology, , / , )p p P P s ijP P I V V =
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Pp gradient from acoustic and shear impedance
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(lithology, , / , )p p P P s ijP P I V V =
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Minimum Horizontal Stress
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( )( )
( )h h 0 V V 21h H
Ep K p
= + − + +
−
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Fracture Gradient
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( )( )
( )h h 0 V V 21h H
Ep K p
= + − + +
−
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Seismic-based 3D Finite Element Model
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Minimum horizontal stress
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Seismic-based 3D Finite Element Model
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Maximum horizontal stress
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Seismic-based 3D Finite Element Model
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Horizontal stress anisotropy
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Effect of horizontal stress anisotropy on hydraulic fractures
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Horn River example
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Acoustic impedance
Shear impedance
Ref: Sayers, Lascano, Gofer, den Boer, Walz, Hannan, Dasgupta, Goodway, Perez and Purdue (2016) SEG abstract.
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Horn River example
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Ref: Sayers, Lascano, Gofer, den Boer, Walz, Hannan, Dasgupta, Goodway, Perez and Purdue (2016) SEG abstract.
Minimum horizontal stress from
Finite Element Model
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Horn River example
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Ref: Sayers, Lascano, Gofer, den Boer, Walz, Hannan, Dasgupta, Goodway, Perez and Purdue (2016) SEG abstract.
Instantaneous shut-in pressures
(ISIPs) for a production pad in
the Horn River Basin, with
points color coded by ISIP from
low (blue) to high (red).
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Horn River example
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Ref: Sayers, Lascano, Gofer, den Boer, Walz, Hannan, Dasgupta, Goodway, Perez and Purdue (2016) SEG abstract.
Cumulative gas production for the
southeast wells (blue) compared
to northwest wells (red).
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Horn River example
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Ref: Sayers, Lascano, Gofer, den Boer, Walz, Hannan, Dasgupta, Goodway, Perez and Purdue (2016) SEG abstract.
Direction of maximum horizontal
stress from Finite Element
Model
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HGS Applied Geoscience Conference (AGC) “Drilling and Completion Through the Life of the Field” November 2019
Conclusions
• In-situ stress and horizontal stress anisotropy are needed to model
the propagation of hydraulic fractures
• Pore pressure has an important impact on drilling, hydrocarbon
production and geomechanics applications
• Pore pressure, in-situ stress and horizontal stress anisotropy can be
characterized using AVO inversion to build a predictive 3D mechanical
Earth Model
• This enables optimization of well location, borehole trajectory, well
spacing, and the design of hydraulic fractures, before the well is drilled
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