Modeling of a deepwater turbidite reservoir conditional to seismic data using principal component analysis and multiple-point geostatistics

SPE Journal

Volumn 8, Issue 3, 2003, Pages 227-235

  Strebelle, Sebastien ^a   Payrazyan, Karen ^a   Caers, Jef ^b  

^a CHEVRON ENERGY TECHNOLOGY COMPANY   (United States)

^b STANFORD UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; PETROLEUM RESERVOIRS; PRINCIPAL COMPONENT ANALYSIS; SAND; SEISMOLOGY;

DEEPWATER TURBIDITE RESERVOIR; MULTIPLE POINT GEOSTATISTICS;

PETROLEUM ENGINEERING;

EID: 0141988609     PISSN: 1086055X     EISSN: None     Source Type: Journal    
DOI: 10.2118/85962-PA     Document Type: Article

References (20)

1. Goovaerts, P.: Geostatistics for Natural Resources, Oxford U. Press, New York City (1997).
2. Haldorsen, H.H. and Damsleth, E.: "Stochastic Modeling," JPT (April 1990) 404.
3. Omre, H., "Stochastic Models for Reservoir Characterization," Recent Advances in Improved Oil Recovery Methods for North Sea Sandstone Reservoirs, J. Kleppe J. and S. Skjaeveland (eds.), Norwegian Petroleum Directorate, Stavanger (1991).
4. Dubrule, O.: "Introducing More Geology in Stochastic Reservoir Modeling," Geostatistics-Troia, A. Soares (ed.), Kluwer Academic Publications, Dordrecht (1993) 1, 351-370.
5. Deutsch, C. and Wang, L.: "Hierarchical Object-Based Stochastic Modeling of Fluvial Reservoirs," Math. Geol. (1996), 28, No. 7, 857.
6. Viseur, S.: "Stochastic Boolean Simulation of Fluvial Deposits: A New Approach Combining Accuracy With Efficiency," paper SPE 56688 presented at the 1999 SPE Annual Technical Conference and Exhibition, Houston, 3-6 October.
7. Lia, O., Tjelmeland, H., Kjellesvik, L.: "Modeling of Facies Architecture by Marked Point Models," Geostatistics-Wollongong, E. Baffi and N. Shofield (eds.), Kluwer Academic Publishers, Dordrecht (1997) 386-398.
8. Payrazyan, K.: "Modelization 3D des reservoirs petroliers par l'integration de donnees sismiques et geologiques: Approches quantitatives multivariables," Phd thesis, Ecole Nationale Superiure de Geologie: Institut National Polytechnique de Lorraine, Nancy, France (1998).
9. Scheevel, J.R. and Payrazyan, K.: "Principal Component Analysis Applied to 3D Seismic Data for Reservoir Property Estimation," paper SPE 56734 presented at the 1999 SPE Annual Technical Conference and Exhibition, Houston, 3-6 October.
10. Deutsch, C. and Journel, A.: GSLIB: Geostatistical Software Library and User's Guide, second edition, Oxford U. Press, New York City (1998).
11. Chiles, J.P. and Delfiner, P.: Geostatistics: Modeling Spatial Uncertainty, Wiley and Sons, New York City (1999).
12. Xu, W.: "Conditional Curvilinear Stochastic Simulation Using Pixel-based Algorithms," Math. Geol. (1996) 28, No. 7, 937.
13. Caers, J. and Zhang, T.: "Multiple-point Geostatistics: a quantitative vehicle for integrating geologic analogs into multiple reservoir models," AAPG Memoir: "Integration of outcrop and modern analog data in reservoir models," G.M. Grammer et al. (eds.) (2002).
14. Caers, J. and Journel, A.G.: "Stochastic Reservoir Simulation Using Neural Networks Trained on Outcrop Data," paper SPE 49026 prepared for presentation at the 1998 SPE Annual Technical Conference and Exhibition, New Orleans, 27-30 September.
15. Guardiano, F. and Srivastava, R.M.: "Multivariate Geostatistics: Beyond Bivariate Moments," Geostatistics-Troia, A. Soares (ed.), Kluwer Academic Publications, Dordrecht (1993) 1, 133-144.
16. Strebelle, S.: "Conditional Simulation of Complex Geological Structures Using Multiple-Point Statistics," Math. Geol. (2002) 34, No. 1, 1.
17. Strebelle, S.B. and Journel, A.G.: "Reservoir Modeling Using Multiple-Point Statistics," paper SPE 71324 presented at the 2001 SPE Annual Technical Conference and Exhibition, New Orleans, 30 September-3 October.
18. Strebelle, S.: "Sequential Simulation Drawing Structures from Training Images," PhD thesis, Stanford U., Palo Alto, California (2000).
19. Journel, A.: "Combining knowledge from diverse sources: an alternative to traditional data independence hypotheses," Math. Geol. (2002), 34, No. 5, 573.
20. Caers, J., Avseth, P., and Mukerji, T.: "Geostatistical Integration of Rock Physics, Seismic Amplitudes, and Geological Models in North-Sea Turbidite Systems," paper SPE 71321 presented at the 2001 SPE Annual Technical Conference and Exhibition, New Orleans, 30 September-3 October.