An ensemble smoother for assisted history matching

Society of Petroleum Engineers - SPE Reservoir Simulation Symposium 2011

Volumn 2, Issue , 2011, Pages 1049-1063

  Skjervheim, J A ^a   Evensen, G ^a,b  

^a STATOIL   (Norway)

^b NANSEN ENVIRONMENTAL AND REMOTE SENSING CENTER   (Norway)

Author keywords

[No Author keywords available]

Indexed keywords

ASSISTED HISTORY MATCHING; CHAOTIC DYNAMICS; DATA ASSIMILATION; DIFFUSIVE SYSTEM; DYNAMICAL MODEL; ENSEMBLE KALMAN FILTER; ENSEMBLE METHODS; ENSEMBLE SMOOTHER; ENSEMBLE-BASED METHOD; HISTORY MATCHING; INITIAL CONDITIONS; LINEAR DYNAMICAL MODELS; MODEL SOLUTION; NONLINEAR DYNAMICAL MODELS; PETROLEUM APPLICATIONS; RECURSIVE UPDATE; RESERVOIR SIMULATION MODEL; RESERVOIR-SIMULATION; SMALL PERTURBATIONS; SPACE-TIME DOMAIN;

CHAOTIC SYSTEMS; COMPUTER SIMULATION; DATA PROCESSING; PETROLEUM RESERVOIR EVALUATION; TIME DOMAIN ANALYSIS;

PETROLEUM RESERVOIRS;

EID: 79957896193     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. Aanonsen, S. I., G. Naevdal, D. S. Oliver, A. Reynolds, and B. Valles, Ensemble Kalman Filter in Reservoir Engineering - a Review, SPE J., 14(3), 393-412, 2009, sPE-117274-PA. DOI: 10.21188/117274-PA.
2. Evensen, G., Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics, J. Geophys. Res., 99, 10,143-10,162, 1994.
3. Evensen, G., Sampling strategies and square root analysis schemes for the EnKF, Ocean Dynamics, 54, 539-560, 2004. (Pubitemid 40003080)
4. Evensen, G., The ensemble Kalman filter for combined state and parameter estimation, IEEE Control Systems Magazine, 29, 83-104, 2009a.
5. Evensen, G., Data Assimilation: The Ensemble Kalman Filter, 2nd ed., Springer, 2009b.
6. Evensen, G., and P. J. van Leeuwen, An ensemble Kalman smoother for nonlinear dynamics, Mon. Weather Rev., 128, 1852-1867, 2000.
7. Fahimuddin, A., S. I. Aanonsen, and J.-A. Skjervheim, 4d seismic history matching of a real field case with enkf: Use of local analysis for model updating, SPE 134894, 2010.
8. Grønnevik, R., and G. Evensen, Application of ensemble based techniques in fish-stock assessment, Sarsia, 86, 517-526, 2001. (Pubitemid 34370805)
9. Haverl, M. C., M. Aga, and E. Reiso, Integrated workflow for quantitative use of time-lapse seismic data in history matching: A north sea field case, SPE 94453, 2005.
10. Nævdal, G., L. M. Johnsen, S. I. Aanonsen, and E. Vefring, Reservoir monitoring and continuous model updating using the ensemble Kalman filter, SPE Annual Technical Conference and Exhibition (SPE 84372), 2003.
11. Seiler, A., S. I. Aanonsen, G. Evensen, and J. C. Rivenaes, Structural Uncertainty Modelling and Updating by Production Data Integration, Paper SPE 125352 presented at the SPE/EAGE Reservoir Characterization and Simulation Conference, Abu Dhabi, UAE, 19-21 October. Submitted to SPE J., 2009, dOI 10.21188/125352-MS.
12. Skjervheim, J.-A., G. Evensen, S. I. Aanonsen, B. O. Ruud, and T. A. Johansen, Incorporating 4D seismic data in reservoir simulation models using ensemble Kalman filter, SPE J., 12(3), 282-292, 2007, dOI 10.21188/95789-PA.
13. van Leeuwen, P. J., and G. Evensen, Data assimilation and inverse methods in terms of a probabilistic formulation, Mon. Weather Rev., 124, 2898-2913, 1996. (Pubitemid 126636673)