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Volumn 14, Issue 3, 2009, Pages 496-505

Iterative ensemble Kalman filters for data assimilation

Author keywords

[No Author keywords available]

Indexed keywords

KALMAN FILTERS; PROBABILITY DENSITY FUNCTION; RESERVOIR MANAGEMENT; VECTORS;

EID: 70350142319     PISSN: 1086055X     EISSN: None     Source Type: Journal    
DOI: 10.2118/109808-PA     Document Type: Article
Times cited : (132)

References (37)
  • 1
    • 0027539898 scopus 로고
    • Iterated Kalman filter update as a Gauss-Newton method
    • DOI 10.1109/9.250476
    • Bell, B. M. and Cathey, F. W. 1993. The iterated Kalman filter update as a Gauss-Newton method. IEEE Transactions on Automatic Control 38 (2): 294-297. DOI:10.1109/9.250476. (Pubitemid 23647771)
    • (1993) IEEE Transactions on Automatic Control , vol.38 , Issue.2 , pp. 294-297
    • Bell, B.M.1    Cathey, F.W.2
  • 2
    • 22044451727 scopus 로고    scopus 로고
    • Improved reservoir management through optimal control and continuous model updating
    • Paper SPE 90149 presented at the Houston, 26-29 September. DOI: 10.2118/90149-MS
    • Brouwer, D. R., Nævdal, G., Jansen, J.-D., Vefring, E. H., and van Kruijsdijk, C. P. J. W. 2004. Improved Reservoir Management Through Optimal Control and Continuous Model Updating. Paper SPE 90149 presented at the SPE Annual Technical Conference and Exhibition, Houston, 26-29 September. DOI: 10.2118/90149-MS.
    • (2004) SPE Annual Technical Conference and Exhibition
    • Brouwer, D.R.1    Nævdal, G.2    Jansen, J.-D.3    Vefring, E.H.4    Van Kruijsdijk, C.P.J.W.5
  • 3
    • 0016472771 scopus 로고
    • History matching by use of optimal control theory
    • Chavent, G., Dupuy, M., and Lemonnier, P. 1975. History Matching by Use of Optimal Control Theory. SPE J. 15 (1): 74-86;
    • (1975) SPE J. , vol.15 , Issue.1 , pp. 74-86
    • Chavent, G.1    Dupuy, M.2    Lemonnier, P.3
  • 4
    • 80053049236 scopus 로고    scopus 로고
    • SPE-4627-PA. DOI: 10.2118/4627-PA
    • Trans., AIME, 259. SPE-4627-PA. DOI: 10.2118/4627-PA.
    • Trans., AIME , pp. 259
  • 5
    • 0016351893 scopus 로고
    • A new algorithm for automatic history matching
    • Chen, W. H., Gavalas, G. R., Seinfeld, J. H., and Wasserman, M. L. 1974. A New Algorithm for Automatic History Matching. SPE. J. 14 (6): 593-608;
    • (1974) SPE. J. , vol.14 , Issue.6 , pp. 593-608
    • Chen, W.H.1    Gavalas, G.R.2    Seinfeld, J.H.3    Wasserman, M.L.4
  • 6
    • 77954840902 scopus 로고    scopus 로고
    • SPE-4545-PA. DOI: 10.2118/4545-PA
    • Trans., AIME, 257. SPE-4545-PA. DOI: 10.2118/4545-PA.
    • Trans., AIME , pp. 257
  • 7
    • 0028561614 scopus 로고
    • A strategy for operational implementation of 4D-Var, using an incremental approach
    • DOI:10.10027qj.49712051912
    • Courtier, P., Thépaut, J.-N., and Hollingsworth, A. 1994. A strategy for operational implementation of 4D-Var, using an incremental approach. The Quarterly Journal of the Royal Meteorological Society 120 (519): 1367-1387. DOI:10.10027qj.49712051912.
    • (1994) The Quarterly Journal of the Royal Meteorological Society , vol.120 , Issue.519 , pp. 1367-1387
    • Courtier, P.1    Thépaut, J.-N.2    Hollingsworth, A.3
  • 8
    • 84884550570 scopus 로고    scopus 로고
    • The ensemble Kalman filter: Theoretical formulation and practical implementation
    • DOI: 10.1007/s10236-003-0036-9
    • Evensen, G. 2003. The Ensemble Kalman Filter: Theoretical formulation and practical implementation. Ocean Dynamics 53 (4): 343-367. DOI: 10.1007/s10236-003-0036-9.
    • (2003) Ocean Dynamics , vol.53 , Issue.4 , pp. 343-367
    • Evensen, G.1
  • 10
    • 67651152336 scopus 로고    scopus 로고
    • Using the EnKF for assisted history matching of a north sea reservoir
    • Paper SPE 106184 presented at the Houston, 26-28 February. DOI: 10.2118/106184-MS
    • Evensen, G., Hove, J., Meisingset, H. C., Reiso, E., Seim, K. S., and Espelid, S. O. 2007. Using the EnKF for assisted history matching of a north sea reservoir. Paper SPE 106184 presented at the SPE Reservoir Simulation Symposium, Houston, 26-28 February. DOI: 10.2118/106184-MS.
    • (2007) SPE Reservoir Simulation Symposium
    • Evensen, G.1    Hove, J.2    Meisingset, H.C.3    Reiso, E.4    Seim, K.S.5    Espelid, S.O.6
  • 11
    • 85088200994 scopus 로고    scopus 로고
    • Simultaneous estimation of relative permeability curves and porosity/permeability fields by history matching production data
    • Calgary, 12-14 June
    • Eydinov, D., Gao, G., Li, G., and Reynolds, A. C. 2007. Simultaneous estimation of relative permeability curves and porosity/permeability fields by history matching production data. Proc., 2007 Canadian International Petroleum Conference, Calgary, 12-14 June.
    • (2007) Proc., 2007 Canadian International Petroleum Conference
    • Eydinov, D.1    Gao, G.2    Li, G.3    Reynolds, A.C.4
  • 13
    • 33645823654 scopus 로고    scopus 로고
    • An improved implementation of the LBFGS algorithm for automatic history matching
    • SPE-90058-PA. DOI: 10.2118/90058-PA
    • Gao, G. and Reynolds A. C. 2006. An Improved Implementation of the LBFGS Algorithm for Automatic History Matching. SPE J. 11 (1), 5-17. SPE-90058-PA. DOI: 10.2118/90058-PA.
    • (2006) SPE J. , vol.11 , Issue.1 , pp. 5-17
    • Gao, G.1    Reynolds, A.C.2
  • 14
    • 33846191948 scopus 로고    scopus 로고
    • Quantifying uncertainty for the PUNQ-S3 problem in a bayesian setting with RML and EnKF
    • Gao, G., Zafari, M., and Reynolds, A. C. 2006. Quantifying Uncertainties for the PUNQ-S3 Problem in a Bayesian Setting With RML EnKF. SPE J. 11 (4): 506-515. SPE-93324-PA. DOI: 10.2118/93324-PA. (Pubitemid 46099498)
    • (2006) SPE Journal , vol.11 , Issue.4 , pp. 506-515
    • Gao, G.1    Zafari, M.2    Reynolds, A.C.3
  • 15
    • 22544460244 scopus 로고    scopus 로고
    • History matching of the PUNQ-S3 reservoir model using the ensemble Kalman filter
    • Gu, Y. and Oliver, D.S. 2005. History Matching of the PUNQ-S3 Reservoir Model Using the Ensemble Kalman Filter. SPE J. 10 (2): 217-224. SPE-89942-PA. DOI: 10.2118/89942-PA. (Pubitemid 41009627)
    • (2005) SPE Journal , vol.10 , Issue.2 , pp. 217-224
    • Gu, Y.1    Oliver, D.S.2
  • 17
    • 0003440756 scopus 로고
    • San Diego, California: Mathematics in Science and Engineering, Academic Press
    • Jazwinski, A. H. 1970. Stochastic Processes and Filtering Theory, Vol.64. San Diego, California: Mathematics in Science and Engineering, Academic Press.
    • (1970) Stochastic Processes and Filtering Theory , vol.64
    • Jazwinski, A.H.1
  • 18
  • 19
    • 0022842584 scopus 로고
    • Variational algorithms for analysis and assimilation of meteorological observations: Theoretical aspects
    • Le Dimet, F.-X. and Talagrand, O. 1986. Variational Algorithms for Analysis and Assimilation of Meteorological Observations: Theoretical Aspects. Tellus 38A: 97-110.
    • (1986) Tellus 38 , vol.A , pp. 97-110
    • Le Dimet, F.-X.1    Talagrand, O.2
  • 20
    • 84977708932 scopus 로고
    • The use of adjoint equations to solve a variational adjustment problem with advective constraints
    • Lewis, J. M. and Derber, J. C. 1985. The use of adjoint equations to solve a variational adjustment problem with advective constraints. Tellus 37A: 309-327.
    • (1985) Tellus , vol.37 A , pp. 309-327
    • Lewis, J.M.1    Derber, J.C.2
  • 21
    • 40349107201 scopus 로고    scopus 로고
    • An iterative ensemble Kalman filter for data assimilation
    • SPE Annual Technical Conference and Exhibition 2007, ATCE 2007
    • Li, G. and Reynolds, A. C. 2007. An Iterative Ensemble Kalman Filter for Data Assimilation. Paper SPE 109808 presented at the SPE Annual Technical Conference and Exhibition, Anaheim, California, USA, 11-14 November. DOI: 10.2118/109808-MS. (Pubitemid 351340186)
    • (2007) Proceedings - SPE Annual Technical Conference and Exhibition , vol.2 , pp. 1034-1051
    • Li, G.1    Reynolds, A.C.2
  • 22
    • 0346009301 scopus 로고    scopus 로고
    • History matching of threephase flow production data
    • SPE-87336-PA. DOI: 10.2118/87336-PA
    • Li, R., Reynolds, A. C., and Oliver, D. S. 2003. History Matching of ThreePhase Flow Production Data. SPE J. 8 (4): 328-340. SPE-87336-PA. DOI: 10.2118/87336-PA.
    • (2003) SPE J. , vol.8 , Issue.4 , pp. 328-340
    • Li, R.1    Reynolds, A.C.2    Oliver, D.S.3
  • 23
    • 17744366835 scopus 로고    scopus 로고
    • Reservoir monitoring and continuous model updating using ensemble Kalman filter
    • Nævdal, G., Johnsen, L. M., Aanonsen, S. I., and Vefring, E. H. 2005. Reservoir Monitoring and Continuous Model Updating Using Ensemble Kalman Filter. SPE J. 10 (1): 66-74. SPE-84372-PA. DOI: 10.2118/84372-PA. (Pubitemid 40573690)
    • (2005) SPE Journal , vol.10 , Issue.1 , pp. 66-74
    • Naevdal, G.1    Johnsen, L.M.2    Aanonsen, S.I.3    Vefring, E.H.4
  • 25
    • 0000300701 scopus 로고    scopus 로고
    • On conditional simulation to inaccurate data
    • DOI: 10.1007/BF02066348
    • Oliver, D. S. 1996. On conditional simulation to inaccurate data. Mathematical Geology 28 (6): 811-817. DOI: 10.1007/BF02066348.
    • (1996) Mathematical Geology , vol.28 , Issue.6 , pp. 811-817
    • Oliver, D.S.1
  • 28
    • 0027040023 scopus 로고
    • The national meteorological center's spectral statistical-interpolation analysis system
    • DOI:10.1175/1520-0493(1992)120<1747: TNMCSS>2.0.CO;2
    • Parrish, D. F. and Derber, J. C. 1992. The National Meteorological Center's Spectral Statistical-Interpolation Analysis System. Monthly Weather Review 120: 1747-1763. DOI:10.1175/1520-0493(1992)120<1747: TNMCSS>2.0.CO;2.
    • (1992) Monthly Weather Review , vol.120 , pp. 1747-1763
    • Parrish, D.F.1    Derber, J.C.2
  • 29
    • 1842661138 scopus 로고    scopus 로고
    • Reducing uncertainty in geostatistical description with well testing pressure data
    • ed. R. A. Schatzinger and J. F. Jordan, Tulsa, Oklahoma: AAPG Memoir, AAPG
    • Reynolds, A. C., He, N., and Oliver, D. S. 1999. Reducing uncertainty in geostatistical description with well testing pressure data. In Reservoir Characterization: Recent Advances, ed. R. A. Schatzinger and J. F. Jordan, No.71, 149-162. Tulsa, Oklahoma: AAPG Memoir, AAPG.
    • (1999) Reservoir Characterization: Recent Advances , Issue.71 , pp. 149-162
    • Reynolds, A.C.1    He, N.2    Oliver, D.S.3
  • 32
    • 40349089139 scopus 로고    scopus 로고
    • Estimation of nitial fluid contacts by assimilation of production data with EnKF
    • SPE Annual Technical Conference and Exhibition 2007, ATCE 2007
    • Thulin, K., Li, G., Aanonsen, S. I., and Reynolds, A. C. 2007. Estimation of Initial Fluid Contacts by Assimilation of Production Data With EnKF. Paper SPE 109975 presented at the SPE Annual Technical Conference and Exhibition, Anaheim, California, USA, 11-14 November. DOI: 10.2118/109975-MS. (Pubitemid 351340240)
    • (2007) Proceedings - SPE Annual Technical Conference and Exhibition , vol.3 , pp. 1655-1669
    • Thulin, K.1    Li, G.2    Aanonsen, S.I.3    Reynolds, A.C.4
  • 33
    • 35448939588 scopus 로고    scopus 로고
    • Assessing the uncertainty in reservoir description and performance predictions with the ensemble Kalman filter
    • Zafari, M. and Reynolds, A. C. 2007. Assessing the Uncertainty in Reservoir Description and Performance Predictions With the Ensemble Kalman Filter. SPE J. 12 (3): 382-391. SPE-95750-PA. DOI: 10.2118/95750-PA. (Pubitemid 47629525)
    • (2007) SPE Journal , vol.12 , Issue.3 , pp. 382-391
    • Zafari, M.1    Reynolds, A.C.2
  • 35
    • 55149121652 scopus 로고    scopus 로고
    • Generating facies maps by assimilating production data and seismic data with the ensemble Kalman filter
    • Paper SPE 113990 presented at the Tulsa, 20-23 April. DOI: 10.2118/113990-MS
    • Zhao, Y., Reynolds, A. C., and Li, G. 2008. Generating Facies Maps by Assimilating Production Data and Seismic Data With the Ensemble Kalman Filter. Paper SPE 113990 presented at the SPE/DOE Symposium on Improved Oil Recovery, Tulsa, 20-23 April. DOI: 10.2118/113990-MS.
    • (2008) SPE/DOE Symposium on Improved Oil Recovery
    • Zhao, Y.1    Reynolds, A.C.2    Li, G.3
  • 36
    • 55149121652 scopus 로고    scopus 로고
    • Generating facies maps by assimilating production data and seismic data with the ensemble Kalman filter
    • Paper SPE 113990 presented at the Tulsa, 20-23 April. DOI: 10.2118/113990-MS
    • Zhao, Y., Reynolds, A. C., and Li, G. 2008. Generating Facies Maps by Assimilating Production Data and Seismic Data With the Ensemble Kalman Filter. Paper SPE 113990 presented at the SPE/DOE Symposium on Improved Oil Recovery, Tulsa, 20-23 April. DOI: 10.2118/113990-MS.
    • (2008) SPE/DOE Symposium on Improved Oil Recovery
    • Zhao, Y.1    Reynolds, A.C.2    Li, G.3
  • 37
    • 24944523803 scopus 로고    scopus 로고
    • Maximum likelihood ensemble filter: Theoretical aspects
    • DOI 10.1175/MWR2946.1
    • Zupanski, M. 2005. Maximum Likelihood Ensemble Filter: Theoretical Aspects. Monthly Weather Review 133 (6): 1710-1726. DOI: 10.1175/ MWR2946.1. (Pubitemid 41300134)
    • (2005) Monthly Weather Review , vol.133 , Issue.6 , pp. 1710-1726
    • Zupanski, M.1


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