메뉴 건너뛰기




Volumn , Issue , 2007, Pages 262-280

A new approach to automatic history matching using kernel PCA

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; GRADIENT METHODS; KALMAN FILTERS; MATHEMATICAL MODELS; OPTIMIZATION; PARAMETER ESTIMATION; PRINCIPAL COMPONENT ANALYSIS;

EID: 34249060286     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2118/106176-ms     Document Type: Conference Paper
Times cited : (57)

References (50)
  • 1
    • 0038112107 scopus 로고    scopus 로고
    • Streamline-based Method with Full-physics Forward Simulation for History-matching Performance Data of a North Sea Field
    • Agarwal, A., Blunt, M. J., Streamline-based Method with Full-physics Forward Simulation for History-matching Performance Data of a North Sea Field, SPE Journal, 8, 2003.
    • (2003) SPE Journal , vol.8
    • Agarwal, A.1    Blunt, M.J.2
  • 2
    • 0003202752 scopus 로고
    • Use of Parameter Gradients for Reservoir History Matching
    • SPE paper 18433, presented at the, Houston, TX
    • Anterion, F., Karcher, B., Eymard, R., Use of Parameter Gradients for Reservoir History Matching, SPE paper 18433, presented at the SPE Symposium on Reservoir Simulation, Houston, TX, 1989.
    • (1989) SPE Symposium on Reservoir Simulation
    • Anterion, F.1    Karcher, B.2    Eymard, R.3
  • 3
    • 0034453167 scopus 로고    scopus 로고
    • Conditioning 3D Stochastic Channels to Pressure Data
    • Bi, Z., Oliver, D.S., Reynolds, A.C., Conditioning 3D Stochastic Channels to Pressure Data, SPE Journal, 5,474-484,2000.
    • (2000) SPE Journal , vol.5 , pp. 474-484
    • Bi, Z.1    Oliver, D.S.2    Reynolds, A.C.3
  • 5
    • 1142291617 scopus 로고    scopus 로고
    • Dynamic Optimization of Water Flooding with Smart Wells using Optimal Control Theory
    • SPE paper 78278 presented at the, Aberdeen, UK
    • Brouwer, D.R., Jansen, J.D., Dynamic Optimization of Water Flooding with Smart Wells using Optimal Control Theory, SPE paper 78278 presented at the SPE European Petroleum Conference, Aberdeen, UK, 2002.
    • (2002) SPE European Petroleum Conference
    • Brouwer, D.R.1    Jansen, J.D.2
  • 6
    • 0041765029 scopus 로고    scopus 로고
    • Efficient Gradual Deformation Using a Streamline-based Proxy Method
    • Caers, J., Efficient Gradual Deformation Using a Streamline-based Proxy Method, Journal of Petroleum Science and Engineering, 39, 1-2, 57-83, 2003b.
    • (2003) Journal of Petroleum Science and Engineering , vol.39
    • Caers, J.1
  • 7
    • 0141953929 scopus 로고    scopus 로고
    • History Matching Under Training Image-based Geological Model Constraints
    • Caers, J., History Matching Under Training Image-based Geological Model Constraints, SPE Journal, 8,218-226,2003a.
    • (2003) SPE Journal , vol.8 , pp. 218-226
    • Caers, J.1
  • 9
    • 0016472771 scopus 로고
    • History Matching by Use of Optimal Control Theory
    • Chavent, G.M., Dupuy, M., Lemonnier, P., History Matching by Use of Optimal Control Theory, SPE Journal 15, 74-86, 1975.
    • (1975) SPE Journal , vol.15 , pp. 74-86
    • Chavent, G.M.1    Dupuy, M.2    Lemonnier, P.3
  • 12
    • 33746679301 scopus 로고    scopus 로고
    • Sequential Assimilation of 4D Seismic Data for Reservoir Description Using the Ensemble Kalman Filter
    • Dong, Y., Gu, Y., Oliver, D.S., Sequential Assimilation of 4D Seismic Data for Reservoir Description Using the Ensemble Kalman Filter, Journal of Petroleum Science and Engineering, 53, 83-99,2006.
    • (2006) Journal of Petroleum Science and Engineering , vol.53 , pp. 83-99
    • Dong, Y.1    Gu, Y.2    Oliver, D.S.3
  • 13
    • 22244466150 scopus 로고    scopus 로고
    • Gao, G., Zafari, M., Reynolds, A.C., Quantifying Uncertainty for the PUNQ-S3 Problem in a Bayesian Setting with RML and EnKF, SPE paper 93324 presented in the SPE Reservoir Simulation Symposium, Houston, TX, 2005.
    • Gao, G., Zafari, M., Reynolds, A.C., Quantifying Uncertainty for the PUNQ-S3 Problem in a Bayesian Setting with RML and EnKF, SPE paper 93324 presented in the SPE Reservoir Simulation Symposium, Houston, TX, 2005.
  • 14
    • 0017269896 scopus 로고
    • Reservoir History Matching by Bayesian Estimation
    • Gavalas, G.R., Shah, P.C., Seinfeld, J.H., Reservoir History Matching by Bayesian Estimation, SPE Journal, 16,337-350,1976.
    • (1976) SPE Journal , vol.16 , pp. 337-350
    • Gavalas, G.R.1    Shah, P.C.2    Seinfeld, J.H.3
  • 16
    • 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, 10, 217-224, 2005.
    • (2005) SPE Journal , vol.10 , pp. 217-224
    • Gu, Y.1    Oliver, D.S.2
  • 17
    • 34249017378 scopus 로고    scopus 로고
    • Assimilation of Production Data Using the Ensemble Kalman Filter: A Field Application
    • Gu, Y., Wen, X., Chen, W., Chen, Y., Oliver, D.S., Assimilation of Production Data Using the Ensemble Kalman Filter: A Field Application, Chevron ETC internal report, 2006.
    • (2006) Chevron ETC internal report
    • Gu, Y.1    Wen, X.2    Chen, W.3    Chen, Y.4    Oliver, D.S.5
  • 18
    • 0031237831 scopus 로고    scopus 로고
    • Three-Dimensional Description from Multiwell Pressure Data and Prior Information
    • He, N., Reynolds, A.C., Oliver, D.S., Three-Dimensional Description from Multiwell Pressure Data and Prior Information, SPE Journal, 2,312-327,1997.
    • (1997) SPE Journal , vol.2 , pp. 312-327
    • He, N.1    Reynolds, A.C.2    Oliver, D.S.3
  • 19
    • 0041553081 scopus 로고    scopus 로고
    • Gradual Deformation and Iterative Calibration of Sequential Stochastic Simulations
    • Hu, L.Y., Blanc, G., Noetinger, B., Gradual Deformation and Iterative Calibration of Sequential Stochastic Simulations, Mathematical Geology, 33,475-489,2001.
    • (2001) Mathematical Geology , vol.33 , pp. 475-489
    • Hu, L.Y.1    Blanc, G.2    Noetinger, B.3
  • 20
    • 26844504933 scopus 로고    scopus 로고
    • History Matching of Object-based Stochastic Reservoir Models
    • Hu, L.Y., Jenni, S., History Matching of Object-based Stochastic Reservoir Models, SPE Journal, 10, 312-323, 2005.
    • (2005) SPE Journal , vol.10 , pp. 312-323
    • Hu, L.Y.1    Jenni, S.2
  • 22
    • 0029767267 scopus 로고    scopus 로고
    • Reservoir Characterization Constrained to Well Test Data: A Field Example
    • SPE paper 36511 presented at the, Denver, CO
    • Landa, J.L., Kamal, M.M., Jenkins, C.D., Home, R.N., Reservoir Characterization Constrained to Well Test Data: A Field Example, SPE paper 36511 presented at the SPE Annual Technical Conference and Exhibition, Denver, CO, 1996.
    • (1996) SPE Annual Technical Conference and Exhibition
    • Landa, J.L.1    Kamal, M.M.2    Jenkins, C.D.3    Home, R.N.4
  • 23
    • 38249033815 scopus 로고
    • Estimation of Two-phase Petroleum Reservoir Properties by Regularization
    • Lee, T.Y., Seinfeld, J.H., Estimation of Two-phase Petroleum Reservoir Properties by Regularization, Journal of Computational Physics, 69,397-419,1987.
    • (1987) Journal of Computational Physics , vol.69 , pp. 397-419
    • Lee, T.Y.1    Seinfeld, J.H.2
  • 24
    • 0346009301 scopus 로고    scopus 로고
    • History Matching of Three-phase Flow Production Data
    • Li, R., Reynolds, A.C., Oliver, D.S., History Matching of Three-phase Flow Production Data, SPE Journal, 8, 328-340,2003.
    • (2003) SPE Journal , vol.8 , pp. 328-340
    • Li, R.1    Reynolds, A.C.2    Oliver, D.S.3
  • 25
    • 22244454398 scopus 로고    scopus 로고
    • Critical Evaluation of the Ensemble Kalman Filter on History Matching of Geologic Facies
    • SPE paper 92867 presented at the, Houston, TX
    • Liu, N., Oliver, D.S., Critical Evaluation of the Ensemble Kalman Filter on History Matching of Geologic Facies, SPE paper 92867 presented at the SPE Reservoir Simulation Symposium, Houston, TX, 2005.
    • (2005) SPE Reservoir Simulation Symposium
    • Liu, N.1    Oliver, D.S.2
  • 26
    • 13244255435 scopus 로고    scopus 로고
    • Automatic History Matching of Geologic Facies
    • Liu, N., Oliver, D.S., Automatic History Matching of Geologic Facies, SPE Journal, 9,429-436,2004.
    • (2004) SPE Journal , vol.9 , pp. 429-436
    • Liu, N.1    Oliver, D.S.2
  • 28
  • 30
    • 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, 1,145-154,1996.
    • (1996) SPE Journal , vol.1 , pp. 145-154
    • Oliver, D.S.1
  • 31
    • 0030349281 scopus 로고    scopus 로고
    • Reparameterization Techniques for Generating Reservoir Descriptions Conditioned to Variograms and Well-Test Pressure Data
    • Reynolds, A.C., He, N., Chu, L., Oliver, D.S., Reparameterization Techniques for Generating Reservoir Descriptions Conditioned to Variograms and Well-Test Pressure Data, SPE Journal, 1,413-426, 1996.
    • (1996) SPE Journal , vol.1 , pp. 413-426
    • Reynolds, A.C.1    He, N.2    Chu, L.3    Oliver, D.S.4
  • 32
    • 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, 10, 3-36,2006a.
    • (2006) Computational Geosciences , vol.10 , pp. 3-36
    • Sarma, P.1    Durlofsky, L.J.2    Aziz, K.3    Chen, W.H.4
  • 34
    • 84896279653 scopus 로고    scopus 로고
    • th European Conference on the Mathematics of Oil Recovery, Amsterdam, Netherlands, 2006c.
    • th European Conference on the Mathematics of Oil Recovery, Amsterdam, Netherlands, 2006c.
  • 35
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear Component Analysis as a Kernel Eigenvalue Problem
    • Scholkopf, B., Smola, A., Muller, K., Nonlinear Component Analysis as a Kernel Eigenvalue Problem, Neural Computation, 10, 1299-1319,1998.
    • (1998) Neural Computation , vol.10 , pp. 1299-1319
    • Scholkopf, B.1    Smola, A.2    Muller, K.3
  • 36
    • 0042054426 scopus 로고    scopus 로고
    • Conditional Simulation of Complex Geological Structures using Multiple-point Statistics
    • Strebelle, S., Conditional Simulation of Complex Geological Structures using Multiple-point Statistics, Mathematical Geology, 34, 1-22, 2002.
    • (2002) Mathematical Geology , vol.34 , pp. 1-22
    • Strebelle, S.1
  • 38
    • 0031644388 scopus 로고    scopus 로고
    • Integrating Dynamic Data into High-resolution Reservoir Models using Streamline-based Analytical Sensitivity Coefficients
    • SPE paper 49002 presented at the, New Orleans, LA
    • Vasco, D.W., Yoon, S., Datta-Gupta, A., Integrating Dynamic Data into High-resolution Reservoir Models using Streamline-based Analytical Sensitivity Coefficients, SPE paper 49002 presented at the SPE Annual Technical Conference and Exhibition, New Orleans, LA, 1998.
    • (1998) SPE Annual Technical Conference and Exhibition
    • Vasco, D.W.1    Yoon, S.2    Datta-Gupta, A.3
  • 39
    • 0034454957 scopus 로고    scopus 로고
    • Streamline Approach for History Matching Production Data
    • Wang, Y., Kovscek, A.R., Streamline Approach for History Matching Production Data, SPE Journal, 5, 353-363, 2001.
    • (2001) SPE Journal , vol.5 , pp. 353-363
    • Wang, Y.1    Kovscek, A.R.2
  • 40
    • 33646942485 scopus 로고
    • Practical Applications of Optimal Control Theory to History-Matching Multiphase Simulator Models
    • SPE paper 5020 presented at the, Houston, TX
    • Wasserman, M.L., Emanuel, A.S., Seinfeld, J.H., Practical Applications of Optimal Control Theory to History-Matching Multiphase Simulator Models, SPE paper 5020 presented at the SPE Annual Technical Conference and Exhibition, Houston, TX, 1974.
    • (1974) SPE Annual Technical Conference and Exhibition
    • Wasserman, M.L.1    Emanuel, A.S.2    Seinfeld, J.H.3
  • 42
    • 0031643898 scopus 로고    scopus 로고
    • Integrating Pressure and Fractional Flow Data in Reservoir Modeling with Fast Streamline-Based Inverse Method
    • SPE paper 48971 presented at the, New Orleans, LA
    • Wen, X.-H., Deutsch, C.V., Cullick, A.S., Integrating Pressure and Fractional Flow Data in Reservoir Modeling with Fast Streamline-Based Inverse Method, SPE paper 48971 presented at the SPE Annual Technical Conference and Exhibition, New Orleans, LA, 1998.
    • (1998) SPE Annual Technical Conference and Exhibition
    • Wen, X.-H.1    Deutsch, C.V.2    Cullick, A.S.3
  • 43
    • 22244474935 scopus 로고    scopus 로고
    • Real-time Reservoir Model Updating Using Ensemble Kalman Filter
    • SPE paper 92991 presented at the, Houston, TX
    • Wen, X.-H., Chen, W.H., Real-time Reservoir Model Updating Using Ensemble Kalman Filter, SPE paper 92991 presented at the SPE Reservoir Simulation Symposium, Houston, TX, 2005.
    • (2005) SPE Reservoir Simulation Symposium
    • Wen, X.-H.1    Chen, W.H.2
  • 44
    • 0035454265 scopus 로고    scopus 로고
    • Iterative Scheme for Integrating Multiphase Production Data into Reservoir Models
    • Wu, Z., A Newton-Raphson Iterative Scheme for Integrating Multiphase Production Data into Reservoir Models, SPE Journal, 6,343-351,2001.
    • (2001) SPE Journal , vol.6 , pp. 343-351
    • Wu, Z.1    Newton-Raphson, A.2
  • 45
    • 0036613098 scopus 로고    scopus 로고
    • Rapid History Matching Using a Generalized Travel Time Inversion Method
    • Wu, Z., Datta-Gupta, A., Rapid History Matching Using a Generalized Travel Time Inversion Method, SPE Journal, 7, 113-122,2002.
    • (2002) SPE Journal , vol.7 , pp. 113-122
    • Wu, Z.1    Datta-Gupta, A.2
  • 46
    • 0032664922 scopus 로고    scopus 로고
    • Conditioning Geostatistical Models to Two-Phase Production Data
    • Wu, Z., Reynolds, A.C., Oliver, D.S., Conditioning Geostatistical Models to Two-Phase Production Data, SPE Journal, 4, 142-155, 1999.
    • (1999) SPE Journal , vol.4 , pp. 142-155
    • Wu, Z.1    Reynolds, A.C.2    Oliver, D.S.3
  • 47
    • 0024055135 scopus 로고
    • Automatic History Matching with Variable-Metric Methods
    • Yang, P., Watson, A.T., Armasu, R.V., Automatic History Matching with Variable-Metric Methods, SPERE, 3, 995-1001,1988.
    • (1988) SPERE , vol.3 , pp. 995-1001
    • Yang, P.1    Watson, A.T.2    Armasu, R.V.3
  • 48
    • 0346198440 scopus 로고    scopus 로고
    • Evaluation of the Reduction in Uncertainty Obtained by Conditioning a 3D Stochastic Channel to Multi-well Pressure Data
    • Zhang, F., Reynolds, A.C., Oliver, D.S., Evaluation of the Reduction in Uncertainty Obtained by Conditioning a 3D Stochastic Channel to Multi-well Pressure Data, Mathematical Geology, 34, 715-742, 2002.
    • (2002) Mathematical Geology , vol.34 , pp. 715-742
    • Zhang, F.1    Reynolds, A.C.2    Oliver, D.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.