메뉴 건너뛰기




Volumn 55, Issue , 2013, Pages 54-69

Reduced-order flow modeling and geological parameterization for ensemble-based data assimilation

Author keywords

Ensemble Kalman filter; History matching; Karhunen Lo ve expansion; Reduced order model; Reservoir simulation; Trajectory piecewise linearization

Indexed keywords

ENSEMBLE KALMAN FILTER; HISTORY MATCHING; PIECEWISE LINEARIZATION; REDUCED ORDER MODELS; RESERVOIR SIMULATION;

EID: 84876141378     PISSN: 00983004     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cageo.2012.03.027     Document Type: Article
Times cited : (67)

References (32)
  • 1
    • 70350168210 scopus 로고    scopus 로고
    • Ensemble Kalman filter in reservoir engineering: a review
    • Aanonsen S.I., Oliver D.S., Reynolds A.C., Vallès B. Ensemble Kalman filter in reservoir engineering: a review. SPE Journal 2009, 14(3):393-412.
    • (2009) SPE Journal , vol.14 , Issue.3 , pp. 393-412
    • Aanonsen, S.I.1    Oliver, D.S.2    Reynolds, A.C.3    Vallès, B.4
  • 2
    • 76549121815 scopus 로고    scopus 로고
    • Application of least squares MPE technique in the reduced order modeling of electrical circuits
    • In: 17th International Symposium on Mathematical Theory of Networks and Systems, Kyoto, Japan
    • Astrid, P., Verhoeven, A., 2006. Application of least squares MPE technique in the reduced order modeling of electrical circuits. In: 17th International Symposium on Mathematical Theory of Networks and Systems, Kyoto, Japan, pp. 1980-1986.
    • (2006) , pp. 1980-1986
    • Astrid, P.1    Verhoeven, A.2
  • 3
    • 0009632228 scopus 로고
    • Galerkin projections and the proper orthogonal decomposition for equivariant equations
    • Berkooz G., Titi E.Z. Galerkin projections and the proper orthogonal decomposition for equivariant equations. Physics Letters A 1993, 174(1-2):94-102.
    • (1993) Physics Letters A , vol.174 , Issue.1-2 , pp. 94-102
    • Berkooz, G.1    Titi, E.Z.2
  • 4
    • 1142302706 scopus 로고    scopus 로고
    • Development of Techniques for General Purpose Simulators
    • Stanford University.
    • Cao, H., 2002. Development of Techniques for General Purpose Simulators. Ph.D. Thesis. Stanford University.
    • (2002) Ph.D. Thesis.
    • Cao, H.1
  • 5
    • 70449707083 scopus 로고    scopus 로고
    • Linearized reduced-order models for subsurface flow simulation
    • Cardoso M.A., Durlofsky L.J. Linearized reduced-order models for subsurface flow simulation. Journal of Computational Physics 2010, 229(3):681-700.
    • (2010) Journal of Computational Physics , vol.229 , Issue.3 , pp. 681-700
    • Cardoso, M.A.1    Durlofsky, L.J.2
  • 7
    • 79952654642 scopus 로고    scopus 로고
    • Efficient non-linear model reduction via a least-squares Petrov-Galerkin projection and compressive tensor approximations
    • Carlberg K., Bou-Mosleh C., Farhat C. Efficient non-linear model reduction via a least-squares Petrov-Galerkin projection and compressive tensor approximations. International Journal for Numerical Methods in Engineering 2011, 86(2):155-181.
    • (2011) International Journal for Numerical Methods in Engineering , vol.86 , Issue.2 , pp. 155-181
    • Carlberg, K.1    Bou-Mosleh, C.2    Farhat, C.3
  • 8
    • 77952887324 scopus 로고    scopus 로고
    • Cross-covariances and localization for EnKF in multiphase flow data assimilation
    • Chen Y., Oliver D.S. Cross-covariances and localization for EnKF in multiphase flow data assimilation. Computational Geosciences 2010, 14:579-601.
    • (2010) Computational Geosciences , vol.14 , pp. 579-601
    • Chen, Y.1    Oliver, D.S.2
  • 9
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics
    • Evensen G. Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics. Journal of Geophysical Research 1994, 99(C5):10143-10162.
    • (1994) Journal of Geophysical Research , vol.99 , Issue.C5 , pp. 10143-10162
    • Evensen, G.1
  • 10
    • 85087189516 scopus 로고    scopus 로고
    • Reduced-order, trajectory piecewise-linear models for nonlinear computational fluid dynamics
    • In: 34th AIAA Fluid Dynamics Conference and Exhibit, Portland, OR.
    • Gratton, D., Willcox, K., 2004. Reduced-order, trajectory piecewise-linear models for nonlinear computational fluid dynamics. In: 34th AIAA Fluid Dynamics Conference and Exhibit, Portland, OR.
    • (2004)
    • Gratton, D.1    Willcox, K.2
  • 11
    • 22544460244 scopus 로고    scopus 로고
    • History matching of the PUNQ-S3 reservoir model using the ensemble Kalman filter
    • Gu Y., Oliver D.S. History matching of the PUNQ-S3 reservoir model using the ensemble Kalman filter. SPE Journal 2005, 10:217-224.
    • (2005) SPE Journal , vol.10 , pp. 217-224
    • Gu, Y.1    Oliver, D.S.2
  • 12
    • 80053131106 scopus 로고    scopus 로고
    • Enhanced linearized reduced-order models for subsurface flow simulation
    • He J., Sætrom J., Durlofsky L.J. Enhanced linearized reduced-order models for subsurface flow simulation. Journal of Computational Physics 2011, 230:8313-8341.
    • (2011) Journal of Computational Physics , vol.230 , pp. 8313-8341
    • He, J.1    Sætrom, J.2    Durlofsky, L.J.3
  • 13
    • 79957880207 scopus 로고    scopus 로고
    • Use of reduced-order models for improved data assimilation within an EnKF context
    • In: SPE Reservoir Simulation Symposium, SPE 141967, The Woodlands, TX.
    • He, J., Sarma, P., Durlofsky, L.J., 2011b. Use of reduced-order models for improved data assimilation within an EnKF context. In: SPE Reservoir Simulation Symposium, SPE 141967, The Woodlands, TX.
    • (2011)
    • He, J.1    Sarma, P.2    Durlofsky, L.J.3
  • 14
    • 0032024819 scopus 로고    scopus 로고
    • Data assimilation using an ensemble Kalman filter technique
    • Houtekamer P.L., Mitchell H.L. Data assimilation using an ensemble Kalman filter technique. Monthly Weather Review 1998, 126(3):796-811.
    • (1998) Monthly Weather Review , vol.126 , Issue.3 , pp. 796-811
    • Houtekamer, P.L.1    Mitchell, H.L.2
  • 18
    • 79957881672 scopus 로고    scopus 로고
    • The potential of the ensemble Kalman filter for NWP-a comparison with 4d-var
    • Lorenc A.C. The potential of the ensemble Kalman filter for NWP-a comparison with 4d-var. Quarterly Journal of the Royal Meteorological Society 2009, 14(3):393-412.
    • (2009) Quarterly Journal of the Royal Meteorological Society , vol.14 , Issue.3 , pp. 393-412
    • Lorenc, A.C.1
  • 20
    • 17744366835 scopus 로고    scopus 로고
    • Reservoir monitoring and continuous model updating using ensemble Kalman filter
    • Nævdal G., Johnsen L.M., Aanonsen S.I., Vefring E.H. Reservoir monitoring and continuous model updating using ensemble Kalman filter. SPE Journal 2005, 10(1):66-74.
    • (2005) SPE Journal , vol.10 , Issue.1 , pp. 66-74
    • Nævdal, G.1    Johnsen, L.M.2    Aanonsen, S.I.3    Vefring, E.H.4
  • 21
    • 1642476341 scopus 로고    scopus 로고
    • Near-well reservoir monitoring using ensemble Kalman filter
    • In: SPE/DOE Improved Oil Recovery Symposium, SPE 75235, Tulsa, OK.
    • Nævdal, G., Mannseth, T., Vefring, E.H., 2002. Near-well reservoir monitoring using ensemble Kalman filter. In: SPE/DOE Improved Oil Recovery Symposium, SPE 75235, Tulsa, OK.
    • (2002)
    • Nævdal, G.1    Mannseth, T.2    Vefring, E.H.3
  • 22
    • 0030156448 scopus 로고    scopus 로고
    • Multiple realizations of the permeability field from well test data
    • Oliver D.S. Multiple realizations of the permeability field from well test data. SPE Journal 1996, 1:145-154.
    • (1996) SPE Journal , vol.1 , pp. 145-154
    • Oliver, D.S.1
  • 23
    • 79957792960 scopus 로고    scopus 로고
    • Modeling Uncertainty in Metric Space
    • Stanford University.
    • Park, K., 2011. Modeling Uncertainty in Metric Space. Ph.D. Thesis. Stanford University.
    • (2011) Ph.D. Thesis.
    • Park, K.1
  • 25
    • 0037322638 scopus 로고    scopus 로고
    • A trajectory piecewise-linear approach to model order reduction and fast simulation of nonlinear circuits and micromachined devices
    • Rewienski M., White J. A trajectory piecewise-linear approach to model order reduction and fast simulation of nonlinear circuits and micromachined devices. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 2003, 22(2):155-170.
    • (2003) IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems , vol.22 , Issue.2 , pp. 155-170
    • Rewienski, M.1    White, J.2
  • 26
    • 46149110946 scopus 로고    scopus 로고
    • Kernel principal component analysis for efficient, differentiable parameterization of multipoint geostatistics
    • Sarma P., Durlofsky L.J., Aziz K. Kernel principal component analysis for efficient, differentiable parameterization of multipoint geostatistics. Mathematical Geosciences 2008, 40(1):3-32.
    • (2008) Mathematical Geosciences , vol.40 , Issue.1 , pp. 3-32
    • Sarma, P.1    Durlofsky, L.J.2    Aziz, K.3
  • 27
    • 33646931169 scopus 로고    scopus 로고
    • Efficient real-time reservoir management using adjoint-based optimal control and model updating
    • Sarma P., Durlofsky L.J., Aziz K., Chen W.H. Efficient real-time reservoir management using adjoint-based optimal control and model updating. Computational Geosciences 2006, 10:3-36.
    • (2006) Computational Geosciences , vol.10 , pp. 3-36
    • Sarma, P.1    Durlofsky, L.J.2    Aziz, K.3    Chen, W.H.4
  • 28
    • 33646931469 scopus 로고    scopus 로고
    • Reduced-order optimal control of water flooding using proper orthogonal decomposition
    • van Doren J.F.M., Markovinović R., Jansen J.D. Reduced-order optimal control of water flooding using proper orthogonal decomposition. Computational Geosciences 2006, 10:137-158.
    • (2006) Computational Geosciences , vol.10 , pp. 137-158
    • van Doren, J.F.M.1    Markovinović, R.2    Jansen, J.D.3
  • 30
    • 33846187189 scopus 로고    scopus 로고
    • Real-time reservoir model updating using ensemble Kalman filter with confirming option
    • Wen X.H., Chen W.H. Real-time reservoir model updating using ensemble Kalman filter with confirming option. SPE Journal 2006, 11(4):431-442.
    • (2006) SPE Journal , vol.11 , Issue.4 , pp. 431-442
    • Wen, X.H.1    Chen, W.H.2
  • 31
    • 14244260519 scopus 로고    scopus 로고
    • Nonlinear heat-transfer macromodeling for MEMS thermal devices
    • Yang Y.J., Shen K.Y. Nonlinear heat-transfer macromodeling for MEMS thermal devices. Journal of Micromechanics and Microengineering 2005, 15(2):408-418.
    • (2005) Journal of Micromechanics and Microengineering , vol.15 , Issue.2 , pp. 408-418
    • Yang, Y.J.1    Shen, K.Y.2
  • 32
    • 77952885727 scopus 로고    scopus 로고
    • Improving the ensemble estimate of the Kalman gain by bootstrap sampling
    • Zhang Y., Oliver D.S. Improving the ensemble estimate of the Kalman gain by bootstrap sampling. Mathematical Geosciences 2010, 42:327-345.
    • (2010) Mathematical Geosciences , vol.42 , pp. 327-345
    • Zhang, Y.1    Oliver, D.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.