메뉴 건너뛰기




Volumn 11, Issue 6, 2008, Pages 1046-1060

Streamline-assisted ensemble Kalman filter for rapid and continuous reservoir model updating

Author keywords

[No Author keywords available]

Indexed keywords

BANDPASS FILTERS; COVARIANCE MATRIX; GAUSSIAN DISTRIBUTION; KALMAN FILTERS; PETROLEUM RESERVOIR ENGINEERING; PETROLEUM RESERVOIRS; SEISMOLOGY; COMPUTATIONAL EFFICIENCY; RESERVOIR MANAGEMENT;

EID: 59649096541     PISSN: 10946470     EISSN: None     Source Type: Journal    
DOI: 10.2118/104255-PA     Document Type: Article
Times cited : (67)

References (27)
  • 2
    • 85126166987 scopus 로고    scopus 로고
    • Barker, J.W., Cuypers, M., and Holden, L. 2001. Quantifying Uncertainty in Production Forecasts: Another Look at the PUNQ-S3 Problem. SPEJ 6 (4): 433-441. SPE-74707-PA. DOI: 10.2118/74707-PA.
    • Barker, J.W., Cuypers, M., and Holden, L. 2001. Quantifying Uncertainty in Production Forecasts: Another Look at the PUNQ-S3 Problem. SPEJ 6 (4): 433-441. SPE-74707-PA. DOI: 10.2118/74707-PA.
  • 3
    • 84931833374 scopus 로고    scopus 로고
    • Carter, J. PUNQ-S3 Test Case. http://www3.imperial.ac.uk/..... ..earth scienceandengineering/research/perm/punq-s3model/.
    • PUNQ-S3 Test Case
    • Carter, J.1
  • 4
    • 59649092214 scopus 로고    scopus 로고
    • Streamline Simulation: Theory and Practice
    • SPE, Richardson, Texas
    • Datta-Gupta, A. and King, M.J. 2007. Streamline Simulation: Theory and Practice. Textbook Series, SPE, Richardson, Texas 11.
    • (2007) Textbook Series , vol.11
    • Datta-Gupta, A.1    King, M.J.2
  • 7
    • 33746679301 scopus 로고    scopus 로고
    • Sequential assimilation of 4D seismic data for reservoir description using ensemble Kalman filter
    • DOI: 10.1016/j.petrol.2006.03.028
    • Dong, Y., Gu, Y., and Oliver, D.S. 2006. Sequential assimilation of 4D seismic data for reservoir description using ensemble Kalman filter. Journal of Petroleum Science and Engineering 53 (1-2): 83-99. DOI: 10.1016/j.petrol.2006.03.028.
    • (2006) Journal of Petroleum Science and Engineering , vol.53 , Issue.1-2 , pp. 83-99
    • Dong, Y.1    Gu, Y.2    Oliver, D.S.3
  • 8
    • 85054356936 scopus 로고    scopus 로고
    • Emanuel, A.S. and Milliken, W.J. 1998. History Matching Finite Difference Models With 3D Streamlines. Paper SPE 49000 presented at the SPE Annual Technical Conference and Exhibition, New Orleans, 27-30 September. DOI: 10.2118/49000-MS.
    • Emanuel, A.S. and Milliken, W.J. 1998. History Matching Finite Difference Models With 3D Streamlines. Paper SPE 49000 presented at the SPE Annual Technical Conference and Exhibition, New Orleans, 27-30 September. DOI: 10.2118/49000-MS.
  • 9
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasigeostrophic model using Monte Carlo methods to forecast error statistics
    • Evensen, G. 1994. Sequential data assimilation with a nonlinear quasigeostrophic model using Monte Carlo methods to forecast error statistics. J. of Geophysical Research 99 (C5): 10143-10162.
    • (1994) J. of Geophysical Research , vol.99 , Issue.C5 , pp. 10143-10162
    • Evensen, G.1
  • 10
    • 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
  • 11
    • 0034976210 scopus 로고    scopus 로고
    • Methods for quantifying the uncertainty of production forecasts: A comparative study
    • 1 May
    • Floris, F.J.T., Bush, M.D., Cuypers, M., Roggero, F., and Syversveen, A-R. 2001. Methods for quantifying the uncertainty of production forecasts: A comparative study. Petroleum Geoscience 7 (Supplement, 1 May): 87-96.
    • (2001) Petroleum Geoscience , vol.7 , Issue.SUPPL.EMENT , pp. 87-96
    • Floris, F.J.T.1    Bush, M.D.2    Cuypers, M.3    Roggero, F.4    Syversveen, A.-R.5
  • 12
    • 59649100002 scopus 로고    scopus 로고
    • FrontSIM Reference Manual. 2005. Houston: Schlumberger Information Systems.
    • FrontSIM Reference Manual. 2005. Houston: Schlumberger Information Systems.
  • 13
    • 85126173020 scopus 로고    scopus 로고
    • Gao, G., Zafari, M., and Reynolds, A.C. 2006. Quantifying Uncertainties for the PUNQ-S3 Problem in a Bayesian Setting With RML EnKF. SPEJ 11 (4): 506-515. SPE-93324-PA. DOI: 10.2118/93324-PA.
    • Gao, G., Zafari, M., and Reynolds, A.C. 2006. Quantifying Uncertainties for the PUNQ-S3 Problem in a Bayesian Setting With RML EnKF. SPEJ 11 (4): 506-515. SPE-93324-PA. DOI: 10.2118/93324-PA.
  • 14
    • 0033023511 scopus 로고    scopus 로고
    • Construction of correlation functions in two and three dimensions (DAO Office Note 96-03Rl)
    • DOI: 10.1002/qj.49712555417
    • Gaspari, G. and Cohn, S.E. 1999. Construction of correlation functions in two and three dimensions (DAO Office Note 96-03Rl). Quart. J. Roy. Meteor. Soc. 125 (554): 723-757. DOI: 10.1002/qj.49712555417.
    • (1999) Quart. J. Roy. Meteor. Soc , vol.125 , Issue.554 , pp. 723-757
    • Gaspari, G.1    Cohn, S.E.2
  • 15
    • 85126167951 scopus 로고    scopus 로고
    • Gu, Y. and Oliver, D.S. 2005. History Matching of the PUNQ-S3 Reservoir Model Using the Ensemble Kalman Filter. SPEJ 10 (2): 217-224. SPE-89942-PA. DOI: 10.2118/89942-PA.
    • Gu, Y. and Oliver, D.S. 2005. History Matching of the PUNQ-S3 Reservoir Model Using the Ensemble Kalman Filter. SPEJ 10 (2): 217-224. SPE-89942-PA. DOI: 10.2118/89942-PA.
  • 16
    • 33745949093 scopus 로고    scopus 로고
    • The ensemble Kalman filter for continuous updating of reservoir simulation models
    • DOI: 10. 1115/1.2134735
    • Gu, Y. and Oliver, D.S. 2006. The ensemble Kalman filter for continuous updating of reservoir simulation models. J. of Energy Resources Technology 128 (1): 79-87. DOI: 10. 1115/1.2134735.
    • (2006) J. of Energy Resources Technology , vol.128 , Issue.1 , pp. 79-87
    • Gu, Y.1    Oliver, D.S.2
  • 17
    • 0035506430 scopus 로고    scopus 로고
    • Distance-dependent filtering of background error covariance estimate in an ensemble Kalman filter
    • DOI: 10.1175/1520-0493(2001)129<2776:DDFOBE>2.0.CO;2
    • Hamill, T.M., Whitaker, J.S., and Snyder, C. 2001. Distance-dependent filtering of background error covariance estimate in an ensemble Kalman filter. Monthly Weather Review 129 (11): 2776-2790. DOI: 10.1175/1520-0493(2001)129<2776:DDFOBE>2.0.CO;2.
    • (2001) Monthly Weather Review , vol.129 , Issue.11 , pp. 2776-2790
    • Hamill, T.M.1    Whitaker, J.S.2    Snyder, C.3
  • 18
    • 1142266523 scopus 로고    scopus 로고
    • He, Z. and Datta-Gupta, A. 2001. Streamline-Based Production Data Integration Under Changing Field Conditions. Paper SPE 71333 presented at the SPE Annual Technical Conference and Exhibition, New Orleans, 30 September-3 October. DOI: 10.2118/71333-MS.
    • He, Z. and Datta-Gupta, A. 2001. Streamline-Based Production Data Integration Under Changing Field Conditions. Paper SPE 71333 presented at the SPE Annual Technical Conference and Exhibition, New Orleans, 30 September-3 October. DOI: 10.2118/71333-MS.
  • 19
    • 0035129828 scopus 로고    scopus 로고
    • A sequential ensemble Kalman filter for atmospheric data assimilation
    • DOI: 10.1175/ 1520-0493(2001)129<0123:ASEKFF>2.0.CO;2
    • Houtekamer, P.L. and Mitchell, H.L. 2001. A sequential ensemble Kalman filter for atmospheric data assimilation. Monthly Weather Review 129 (1): 123-137. DOI: 10.1175/ 1520-0493(2001)129<0123:ASEKFF>2.0.CO;2.
    • (2001) Monthly Weather Review , vol.129 , Issue.1 , pp. 123-137
    • Houtekamer, P.L.1    Mitchell, H.L.2
  • 20
    • 85126162978 scopus 로고    scopus 로고
    • Jimenez, E., Sabir, K., Datta-Gupta, A., and King, M.J. 2007. Spatial Error and Convergence in Streamline Simulation. SPEREE 10 (3): 221-232. SPE-92873-PA. DOI: 10.2118/92873-PA.
    • Jimenez, E., Sabir, K., Datta-Gupta, A., and King, M.J. 2007. Spatial Error and Convergence in Streamline Simulation. SPEREE 10 (3): 221-232. SPE-92873-PA. DOI: 10.2118/92873-PA.
  • 21
    • 0033912092 scopus 로고    scopus 로고
    • Data assimilation into a primitive-equation model with a parallel ensemble Kalman filter
    • DOI: 10.1175/ 1520-0493(2000)128<1971:DAI4PE>2.0.CO;2
    • Keppenne, C.L. 2000. Data assimilation into a primitive-equation model with a parallel ensemble Kalman filter. Monthly Weather Review 128 (6): 1971-1981. DOI: 10.1175/ 1520-0493(2000)128<1971:DAI4PE>2.0.CO;2.
    • (2000) Monthly Weather Review , vol.128 , Issue.6 , pp. 1971-1981
    • Keppenne, C.L.1
  • 22
    • 85126172627 scopus 로고    scopus 로고
    • Ma, X., Al-Harbi, M., Datta-Gupta, A., and Efendiev, Y. 2008. An Efficient Two-Stage Sampling Method for Uncertainty Quantification in History Matching Geological Models. SPEJ 13 (10): 77-87. SPE-102476-PA. DOI: 10.2118/102476-PA.
    • Ma, X., Al-Harbi, M., Datta-Gupta, A., and Efendiev, Y. 2008. An Efficient Two-Stage Sampling Method for Uncertainty Quantification in History Matching Geological Models. SPEJ 13 (10): 77-87. SPE-102476-PA. DOI: 10.2118/102476-PA.
  • 23
    • 85126171819 scopus 로고    scopus 로고
    • Nævdal, G., Johnsen, L.M., Aanonsen, S.I., and Vefring, E.H. 2005. Reservoir Monitoring and Continuous Model Updating Using Ensemble Kalman Filter. SPEJ 10 (1): 66-74. SPE-84372-PA. DOI: 10.2118/ 84372-PA.
    • Nævdal, G., Johnsen, L.M., Aanonsen, S.I., and Vefring, E.H. 2005. Reservoir Monitoring and Continuous Model Updating Using Ensemble Kalman Filter. SPEJ 10 (1): 66-74. SPE-84372-PA. DOI: 10.2118/ 84372-PA.
  • 24
    • 0034978702 scopus 로고    scopus 로고
    • Integration of production data into reservoir models
    • 1 May
    • Oliver, D.S., Reynolds, A.C., Bi, Z., and Abacioglu, Y. 2001. Integration of production data into reservoir models. Petroleum Geoscience 7 (Supplement, 1 May): 65-73.
    • (2001) Petroleum Geoscience , vol.7 , Issue.SUPPL.EMENT , pp. 65-73
    • Oliver, D.S.1    Reynolds, A.C.2    Bi, Z.3    Abacioglu, Y.4
  • 25
    • 0028975937 scopus 로고    scopus 로고
    • Sen, M.K., Datta-Gupta, A., Stoffa, P.L., Lake, L.W., and Pope, G.A. 1995. Stochastic Reservoir Modeling Using Simulated Annealing and Genetic Algorithms. SPEFE 10 (1): 49-55. SPE-24754-PA. DOI: 10.2118/24754-PA.
    • Sen, M.K., Datta-Gupta, A., Stoffa, P.L., Lake, L.W., and Pope, G.A. 1995. Stochastic Reservoir Modeling Using Simulated Annealing and Genetic Algorithms. SPEFE 10 (1): 49-55. SPE-24754-PA. DOI: 10.2118/24754-PA.
  • 26
    • 85126165136 scopus 로고    scopus 로고
    • Skjervheim, J.-A., Evensen, G., Aanonsen, S.I., and Johansen, T.A. 2007. Incorporating 4D Seismic Data in Reservoir Simulation Model Using Ensemble Kalman Filter. SPEJ 12 (3): 282-292. SPE-95789-PA. DOI: 10.2118/95789-PA.
    • Skjervheim, J.-A., Evensen, G., Aanonsen, S.I., and Johansen, T.A. 2007. Incorporating 4D Seismic Data in Reservoir Simulation Model Using Ensemble Kalman Filter. SPEJ 12 (3): 282-292. SPE-95789-PA. DOI: 10.2118/95789-PA.
  • 27
    • 0030185761 scopus 로고    scopus 로고
    • Non-uniqueness in Travel-Time Tomography: Ensemble Inference and Cluster Analysis
    • DOI: 10.1190/1.1444040
    • Vasco, D.W., Peterson, J.E. and Majer, E.L. 1996. Non-uniqueness in Travel-Time Tomography: Ensemble Inference and Cluster Analysis. Geophysics 61(4):1209-1227. DOI: 10.1190/1.1444040.
    • (1996) Geophysics , vol.61 , Issue.4 , pp. 1209-1227
    • Vasco, D.W.1    Peterson, J.E.2    Majer, E.L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.