Summary
A new seismic to simulation workflow is proposed, where the aim is the reduction of the overall turn-around time, from seismic data acquisition to reservoir model building and simulation. To this end, new automated procedures are established: firstly, for discriminating seismic data into three-dimensional seismic facies, and secondly, for building a voxel-based reservoir model.
This chapter is divided into three parts. In the first part, automated three-dimensional seismic facies mapping is discussed, where both the stratigraphic and the structural framework of the seismic data are reflected. The resulting seismic facies are then identified with lithologies by calibration against well data.
In the second part, automated voxel grid extraction for reservoirs is explained. The required input is the voxel size together with the top and bottom horizons delimiting the reservoir extents. The calibrated three-dimensional seismic facies are then used to associate each voxel with porosity and permeability values. This last automated step results in a voxel-based reservoir model.
Finally, in the third part, an application of the new workflow is presented. To this end, a case study for the Grane field is used. The selected simulation scenario models a three-phase reservoir life.
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References
S.K. Addy (1998) Neural network classification method helps seismic interval interpretation. Oil & Gas Journal 96(37), 47–59.
F. Aminzadeh, J. Barhen, C.W. Glover, and N.B. Toomarian (2000) Reservoir parameter estimation using a hybrid neural network. Computers & Geosciences 26(8), 869–875.
R.P. Batycky, M.J. Blunt, and M.R. Thiele (1997) A 3d field-scale streamline-based reservoir simulator. SPE Reservoir Engng., Nov. 1997, 246–254.
H.G. Borgos, T. Skov, T. Randen, and L. Sønneland (2003) Automated geometry extraction from 3D seismic data. In Expanded Abstr., 73rd Ann. Int. Mtg., Soc. Expl. Geophys., Dallas, USA, 26–31 Oct., 2003, 1541–1544.
H.G. Borgos, T. Skov, and L. Sønneland (2004) Automated structural interpretation through classification of seismic horizons. This volume.
L.F. Brown and W.L. Fisher (1980) Seismic stratigraphic interpretation and petroleum exploration: continuing education course note series. Chapter 16. American Association of Petroleum Geologists.
A. Carrillat, T. Randen, L. Sønneland, and G. Elvebakk (2002) Automated mapping of carbonate mounds using 3D seismic texture attributes. In Expanded Abstr., 72nd Ann. Int. Mtg., Soc. Expl. Geophys., Salt Lake City, USA, 6–11 Oct., 2002, 552–555.
A. Carrillat, T. Randen, L. Sønneland, and G. Elvebakk (2002) Stratigraphic mapping of carbonate mounds using 3D texture attributes. In Extended Abstr., 64th Conference & Exhibition, Eur. Ass. Geosc. & Eng., Florence, Italy, 27–30 May, 2002.
J. Dayhoff (1990) Neural Network Architectures: An Introduction. Van Nostrand Reinhold, New York.
J.M. Van de Sande (1996) Prediction of reservoir parameters from 3D seismic data for the Zechstein 2 carbonate play in the northeast Netherlands. AAPG Studies in Geology No. 42 and SEG Geophysical Developments Series No. 5, P. Weimer and L. Davis (eds.), Tulsa, 1996, 197–204.
P.M. Doyen (1988) Porosity from seismic data: a geostatistical approach. Geophysics 53(10), 1263–1275.
C.L. Farmer (2004) Geological modelling and reservoir simulation. This volume.
Q.J. Fisher and R.J. Knipe (1998) Fault sealing processes in siliciclastic sediments. Faulting, Fault Sealing and Fluid Flow in Hydrocarbon Reservoirs, G. Jones, Q.J. Fisher, and R.J. Knipe (eds.), vol. 147 of Geological Society Special Publications, 117–134.
K.A. Foxford, J.J. Walsh, J. Watterson, I.R. Garden, S.C. Guscott, and S.D. Burley (1998) Structure and content of the Moab fault zone, Utah, USA, and its implications for fault seal prediction. Faulting, Fault Sealing and Fluid Flow in Hydrocarbon Reservoirs, G. Jones, Q.J. Fisher, and R.J. Knipe (eds.), Geological Society Special Publications, vol. 147, 87–103.
G.H.F. Gardner, L.W. Gardner, and A.R. Gregory (1974) Formation velocity and density-the diagnostic basics for stratigraphic traps. Geophysics 39, 770–780.
P. Goovaerts (1997) Geostatistics for Natural Resources Exploration. Oxford University Press, New York.
B.K. Hegstad and H. Omre (2001) Uncertainty in production forecasts based on well observations, seismic data, and production history. SPE 74699, 409–423.
M. Huus, D. Duranti, C.G. Guargena, P. Prat, K. Holm, N. Steinsland, B.T. Cronin, A. Hurst, and J. Cartwright (2003) Sandstone intrusions: detection and significance for exploration and production. First Break 21, 33–42.
M. Käser and A. Iske (2004) Reservoir flow simulation by adaptive ADER schemes. This volume.
A. Kaufman, D. Cohen, and R. Yagel (1993) Volume graphics. Computer 26(7), 51–64.
M. Landrø, H. Hafslund Veire, K. Duffaut, and N. Najjar (2003) Discrimination between pressure and fluid saturation changes from marine multicomponent time-lapse seismic data. Geophysics 68(5), 1592–1599.
G. Mangerud, T. Dreyer, L. Søyseth, O. Martinsen, and A. Ryseth (1999) High-resolution biostratigraphy and sequence development of the Palaeocene succession, Grane field, Norway. Development and Evolution of the Wessex Basin, J.R. Underhill (ed.), vol. 133 of Geological Society, London, 167–184.
T. Manzocchi, J.J. Walsh, P. Nell, and G. Yielding (1999) Fault transmissibility multipliers for flow simulation models. Petroleum Geoscience 5, 53–63.
G. Mavko, T. Mukerji, and J. Dvorkin (1998) The Rock Physics Handbook. Cambridge University Press.
P. Meldahl, R. Heggland, B. Bril, and P. de Groot (1999) The chimney cube, an example of semi-automated detection of seismic objects by directive attributes and neural networks: part 1: methodology. In Expanded Abstr., 69th Ann. Int. Mtg., Soc. Expl. Geophys., Houston, USA, 1999.
R.M. Jr. Mitchum and P.R. Vail (1977) Seismic stratigraphic interpretation procedure. Seismic Stratigraphy-Applications to Hydrocarbon Exploration, C. E. Payton (ed.), vol. 26, American Association of Petroleum Geologists Memoir, 135–143.
R.M. Jr. Mitchum, P.R. Vail, and J.B. Sangree (1977) Stratigraphic interpretation of seismic reflection patterns in depositional sequences. Seismic Stratigraphy-Applications to Hydrocarbon Exploration, C. E. Payton (ed.), vol. 26, American Association of Petroleum Geologists Memoir, 117–133.
R.M. Jr. Mitchum, P.R. Vail, and S. Thompson (1977) The depositional sequence as a basic unit for stratigraphic analysis. Seismic Stratigraphy-Applications to Hydrocarbon Exploration, C. E. Payton (ed.), vol. 26, American Association of Petroleum Geologists Memoir, 53–62.
E. Monsen, T. Randen, L. Sønneland, and J.E. Odegard (2004) Geological model building: a hierarchical segmentation approach. This volume.
H. Pape, C. Clauser, and J. Iffland (1999) Permeability prediction based on fractal pore-space geometry. Geophysics 64(5), 1447–1460.
C.E. Payton, editor (1977) Seismic Stratigraphy-Applications to Hydrocarbon Exploration. American Association of Petroleum Geologists Memoir, vol. 26.
S.I. Pedersen, T. Skov, T. Randen, L. Sønneland (2004) Automatic fault extraction using artificial ants. This volume.
D.K. Ponting (1992) Corner point geometry in reservoir simulation. TheMathematics of Oil Recovery, P.R. King (ed.), Clarendon Press, Oxford, 45–65.
T. Randen, E. Monsen, A. Abrahamsen, J.O. Hansen, J. Schlaf, and L. Sønneland (2000) Three-dimensional texture attributes for seismic data analysis. In Expanded Abstr., 70th Ann. Int. Mtg., Soc. Expl. Geophys., 2000.
T. Randen and L. Sønneland (2004) Atlas of 3D seismic attributes. This volume.
S.K. Richardsen and T. Randen (2004) Mapping 3D geo-bodies based on level set and marching methods. This volume.
J. Schlaf and T. Randen (2004) Introduction to seismic texture. This volume.
R.E. Sheriff (2002) Encyclopedic Dictionary of Applied Geophysics. Fourth edition, Geophysical References, vol. 13, Society of Exploration Geophysicists, Tulsa, USA.
L. Sønneland (1994) Volume reflection spectral analysis. Technical report, Schlumberger Geco-Prakla.
L. Sønneland, P.O. Tennebø, T. Gehrmann, and O. Yrke (1994) 3D modelbased Bayesian classification. In Expanded Abstr., 64th Ann. Int. Mtg., Soc. Expl. Geophys., 510–511.
M.T. Taner, F. Koehler, and R.E. Sheriff (1979) Complex seismic trace analysis. Geophysics 44(6), 1041–1063.
P.O. Tennebø, H.H. Veire, L. Sønneland, C. Signer, and B. Reymond (1998) Inversion of 4D seismic with best feasible approximation. Society of Exploration Geophysicists, expanded abstract, New Orleans, USA, 52–53.
J.F. Thompson, B.K. Soni, and N.P. Weatherill (1999) Handbook of Grid Generation. CRC Press, Boca Raton.
G. Yielding, G. Freeman, and B. Needham (1997) Quantitative fault seal prediction. American Association of Petroleum Geologists Bulletin 81, 897–917.
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Carrillat, A., Vallès, B. (2005). From 3D Seismic Facies to Reservoir Simulation: An Example From the Grane Field. In: Iske, A., Randen, T. (eds) Mathematical Methods and Modelling in Hydrocarbon Exploration and Production. Mathematics in Industry, vol 7. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-26493-0_10
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