Quantifying uncertainty in production forecasts: Another look at the PUNQ-S3 problem

SPE Reservoir Engineering (Society of Petroleum Engineers)

Volumn , Issue B, 2000, Pages 89-99

  Barker, John W ^a   Cuypers, Maarten ^a   Holden, Lars ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; FLOW OF FLUIDS; FORECASTING; MARKOV PROCESSES; MONTE CARLO METHODS; PROBABILITY DENSITY FUNCTION; PRODUCTIVITY;

SYNTHETIC RESERVOIR MODELS;

PETROLEUM RESERVOIRS;

EID: 0034588986     PISSN: 08859248     EISSN: None     Source Type: Journal    
DOI: 10.2118/62925-ms     Document Type: Conference Paper

References (24)

1. Floris, F.J.T., Bush, M.D., Cuypers, M., Roggero, F., and Syversveen, A.-R., "Comparison of production forecast uncertainty quantification methods - An integrated study", to appear in Petroleum Geoscience, 2000.
2. Bos, C.F.M., et al, "PUNQ-2 Project, Final Report (Public Version)", TNO report NITG 99-255-A, December 1999.
3. Eide, A.L., Holden, L., Reiso, E., and Aanonsen, S.I., "Automatic history matching by use of response surfaces and experimental design", ECMOR IV, Røros, Norway, June 1994.
4. th European Conference on the Mathematics of Oil Recovery (ECMOR V), Leoben, Austria, 3-6 September 1996.
5. Craig, P.S., Goldstein, M., Seheult, A.H., and Smith, J.A., "Pressure matching for hydrocarbon reservoirs: A case study in the use of Bayes Linear strategies for large computer experiments, with discussion", Case studies in Bayesian Statistics III, 1997, New York, Springer Verlag.
6. Hegstad, B.K., and Omre, H., "Uncertainty assessment in history matching and forecasting", in Baafi, E.Y. Schofield N.A., (eds) Geostatistics Wollongong '96, Vol 1, 585-596, 1997, Kluwer Academic Publisher.
7. He, N., Oliver, D.S., and Reynolds, A.C., "Conditioning Stochastic Reservoir Models to Well-Test Data", SPE 38665, Annual Technical Conference and Exhibition, San Antonio, Texas, 5-8 October 1997, and SPEREE, Vol. 3, No. 1, pp. 74-79, February 2000.
8. Kalogerakis, N., "An Efficient Procedure for the Quantification of Risk in Forecasting Reservoir Performance", SPE 27569, European Petroleum Computer Conference, Aberdeen, U.K., 15-17 March 1994.
9. Lépine, O.J., Bissell, R.C., Aanonsen, S.I., Pallister, I., and Barker, J.W., "Uncertainty Analysis In Predictive Reservoir Simulation Using Gradient Information", SPE 48997, Annual Technical Conference and Exhibition, New Orleans, Louisiana, 27-30 September 1998, and SPE Journal, Vol. 4, pp 251-259, September 1999.
10. Roggero, F., "Direct Selection Of Stochastic Model Realisations Constrained To Historical Data", SPE 38731, Annual Technical Conference and Exhibition, San Antonio, Texas, 5-8 October 1997.
11. Bentley, M.R., and Woodhead, T.J., "Uncertainty Handling Through Scenario-Based Reservoir Modelling", SPE 39717, Asia Pacific Conference on Integrated Modelling for Asset Management, Kuala Lumpur, Malaysia, 23-24 March 1998.
12. De Marsily, G., Lavedan, G., Boucher, M., and Fasanino, G., "Interpretation Of Inference Tests In A Well Field Using Geostatistical Techniques To Fit The Permeability Distribution In A Reservoir Model", in Geostatistics for Natural Resources Characterization, eds. G. Verly et al., Part 2, D. Reidel Publ. Comp., p 831-849, 1984.
13. Xue, G., and Datta-Gupta, A., "Structure Preserving Inversion: An Efficient Approach To Conditioning Stochastic Reservoir Models To Dynamic Data", SPE 38727, Annual Technical Conference and Exhibition, San Antonio, Texas, 5-8 October 1997.
14. Wen, X.-H., Deutsch, C.V., and Cullick, A.S., "High Resolution Reservoir Models Integrating Multiple-Well Production Data", SPE 38728, Annual Technical Conference and Exhibition, San Antonio, Texas, 5-8 October 1997, and SPEJ, 3, No. 4, 344, December 1998.
15. Bissell, R.C., Dubrule, O., Lamy, P., Swaby, P., and Lepine, O.J., "Combining Geostatistical Modelling With Gradient Information For History Matching: The Pilot Point Method", SPE 38730, Annual Technical Conference and Exhibition, San Antonio, Texas, 5-8 October 1997.
16. Roggero, F., and Hu, L.Y., "Gradual Deformation of Continuous Geostatistical Models for History Matching", SPE 49004, Annual Technical Conference and Exhibition, New Orleans, Louisiana, 27-30 September 1998.
17. Web site: http://www.nitg.tno.nl/punq/.
18. th European Conference on the Mathematics of Oil Recovery (ECMOR VI), Peebles, Scotland, 8-11 September 1998.
19. Omre, H., Tjelmeland, H., and Wist, H., "Uncertainty In History Matching - Model Specification And Sampling Algorithms", NTNU Trondheim, Preprint Series, no S6-1999, available from http://www.math.ntnu.no/preprint/statistics/, 1999.
20. Tjelmeland, H. "A note on the Bayesian approach to history matching of reservoir characteristics", in Pawlowsky-Glahn, V. (ed.) IAMG'97 Proc. Third Ann. Conf. on the Intern. Ass. for Math. Geol., Barcelona, Spain, Sept. 1997.
21. Holden, L., Adaptive chains, Note SAND/11/1998, Norwegian Computing Center.
22. Lia, O., Omre, H., Tjelmeland, H., Holden, L., and Egeland, T. "Uncertainties in reservoir production forecasts" AAPG Bulletin, 81, No. 5, 1997.
23. Oliver, D.S., "On Conditional Simulation to Inaccurate Data", Math. Geol. (1996) 28, 811.
24. Deutsch, C.V., and Journel, A., GSLIB Geostatistical Software Library and User's Guide, Oxford University Press, 1992.