메뉴 건너뛰기




Volumn 24, Issue 8-9, 2000, Pages 657-675

Using Karhunen-Loéve decomposition and artificial neural network to model miscible fluid displacement in porous media

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; EIGENVALUES AND EIGENFUNCTIONS; MATHEMATICAL MODELS; NEURAL NETWORKS; POROUS MATERIALS; SOLUBILITY;

EID: 0034086515     PISSN: 0307904X     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0307-904X(00)00008-1     Document Type: Article
Times cited : (8)

References (48)
  • 1
    • 0002558465 scopus 로고
    • Factors influencing the efficiency of miscible displacement
    • Blackwell R.J., Rayne J.R., Terry W.M. Factors influencing the efficiency of miscible displacement. Trans. AIME. 216:1959;1-8.
    • (1959) Trans. AIME , vol.216 , pp. 1-8
    • Blackwell, R.J.1    Rayne, J.R.2    Terry, W.M.3
  • 2
    • 0002869266 scopus 로고
    • The efficiency of miscible displacement as a function of mobility ratio
    • Habermann B. The efficiency of miscible displacement as a function of mobility ratio. Trans. AIME. 219:1960;264-272.
    • (1960) Trans. AIME , vol.219 , pp. 264-272
    • Habermann, B.1
  • 3
    • 0023242924 scopus 로고
    • Viscous fingering in porous media
    • Homsy G.M. Viscous fingering in porous media. Ann. Rev. Fluid Mech. 19:1987;271-311.
    • (1987) Ann. Rev. Fluid Mech. , vol.19 , pp. 271-311
    • Homsy, G.M.1
  • 4
    • 0025571648 scopus 로고
    • Visualization of fluid displacements in porous media using computed tomography imaging
    • Peters E.J., Hardham W.D. Visualization of fluid displacements in porous media using computed tomography imaging. J. Pet. Sci. Eng. 4(2):1990;155-168.
    • (1990) J. Pet. Sci. Eng. , vol.4 , Issue.2 , pp. 155-168
    • Peters, E.J.1    Hardham, W.D.2
  • 5
    • 0026613494 scopus 로고
    • Characterization of heterogeneities in permeable media with computed tomography imaging
    • Peters E.J., Afzal N. Characterization of heterogeneities in permeable media with computed tomography imaging. J. Pet. Sci. Eng. 7(3/4):1992;283-296.
    • (1992) J. Pet. Sci. Eng. , vol.7 , Issue.3-4 , pp. 283-296
    • Peters, E.J.1    Afzal, N.2
  • 6
    • 0024177884 scopus 로고
    • The influence of rheological properties on mobility control in polymer-augmented waterflooding
    • Paper SPE 18097, Houston, TX, 2-5 October
    • E. Allen, D.V. Boger, The influence of rheological properties on mobility control in polymer-augmented waterflooding. Paper SPE 18097, presented at the 63rd Annual Technical Conference and Exhibition of SPE, Houston, TX, 2-5 October 1988.
    • (1988) Presented at the 63rd Annual Technical Conference and Exhibition of SPE
    • Allen, E.1    Boger, D.V.2
  • 7
    • 0001121256 scopus 로고
    • The instability of slow, immiscible, viscous liquid-liquid displacements in permeable media
    • Chuoke R.L., van Meurs P., van der Poel C. The instability of slow, immiscible, viscous liquid-liquid displacements in permeable media. Trans. AIME. 216:1959;188-194.
    • (1959) Trans. AIME , vol.216 , pp. 188-194
    • Chuoke, R.L.1    Van Meurs, P.2    Van Der Poel, C.3
  • 8
    • 0001991265 scopus 로고
    • Dimensionally scaled experiments and the theories on the water-drive process
    • Croes G.A., Schwarz N. Dimensionally scaled experiments and the theories on the water-drive process. Trans. AIME. 204:1955;35-42.
    • (1955) Trans. AIME , vol.204 , pp. 35-42
    • Croes, G.A.1    Schwarz, N.2
  • 11
    • 0012087725 scopus 로고
    • Comparison between laboratory experiments and detailed simulations of unstable miscible displacement influenced by gravity
    • Trondheim, Norway, 8-10 May
    • M.A. Christie, A.D.W. Jones, A.H. Muggeridge, Comparison between laboratory experiments and detailed simulations of unstable miscible displacement influenced by gravity. Paper presented at the North Sea Oil and Gas Reservoirs Conference, Trondheim, Norway, 8-10 May 1989.
    • (1989) Paper Presented at the North Sea Oil and Gas Reservoirs Conference
    • Christie, M.A.1    Jones, A.D.W.2    Muggeridge, A.H.3
  • 12
    • 0000378737 scopus 로고
    • Stability considerations in downward miscible displacements
    • Dumore J.M. Stability considerations in downward miscible displacements. Trans. AIME. 231:1964;356-364.
    • (1964) Trans. AIME , vol.231 , pp. 356-364
    • Dumore, J.M.1
  • 13
    • 0002791441 scopus 로고
    • A laboratory study of solvent flooding
    • Hall H.N., Geffen T.M. A laboratory study of solvent flooding. Trans. AIME. 210:1957;48-57.
    • (1957) Trans. AIME , vol.210 , pp. 48-57
    • Hall, H.N.1    Geffen, T.M.2
  • 14
    • 0002157533 scopus 로고
    • Areal sweep efficiency of pseudoplastic fluids in a five-spot Hele-Shaw model
    • K.S. Lee, E.L. Claridge, Areal sweep efficiency of pseudoplastic fluids in a five-spot Hele-Shaw model, Soc. Pet. Eng. J. (1968) 52-62.
    • (1968) Soc. Pet. Eng. J. , pp. 52-62
    • Lee, K.S.1    Claridge, E.L.2
  • 17
    • 0021510127 scopus 로고
    • An investigation of phase-behavior/macroscopic-bypassing interaction in CO2 flooding
    • J.W. Gardner, J.G. Ympa, An investigation of phase-behavior/macroscopic-bypassing interaction in CO2 flooding, Soc. Pet. Eng. J. (1984) 508-520.
    • (1984) Soc. Pet. Eng. J. , pp. 508-520
    • Gardner, J.W.1    Ympa, J.G.2
  • 19
    • 0027788718 scopus 로고
    • On scaling immiscible displacements in permeable media
    • Peters E.J., Afzal N., Gharbi R. On scaling immiscible displacements in permeable media. J. Pet. Sci. Eng. 9:1993;183.
    • (1993) J. Pet. Sci. Eng. , vol.9 , pp. 183
    • Peters, E.J.1    Afzal, N.2    Gharbi, R.3
  • 20
    • 0023450055 scopus 로고
    • Detailed simulation of unstable processes in miscible flooding
    • M.A. Christie, D.J. Bond, Detailed simulation of unstable processes in miscible flooding, SPE Res. Eng. (1987) 514-522.
    • (1987) SPE Res. Eng. , pp. 514-522
    • Christie, M.A.1    Bond, D.J.2
  • 21
    • 0027788717 scopus 로고
    • Numerical modeling of laboratory corefloods
    • Gharbi R., Peters E.J. Numerical modeling of laboratory corefloods. J. Pet. Sci. Eng. 9:1993;207.
    • (1993) J. Pet. Sci. Eng. , vol.9 , pp. 207
    • Gharbi, R.1    Peters, E.J.2
  • 22
    • 0027786594 scopus 로고
    • Scaling coreflood experiments to heterogeneous reservoirs
    • Gharbi R., Peters E.J. Scaling coreflood experiments to heterogeneous reservoirs. J. Pet. Sci. Eng. 10:1993;83.
    • (1993) J. Pet. Sci. Eng. , vol.10 , pp. 83
    • Gharbi, R.1    Peters, E.J.2
  • 23
    • 0024716566 scopus 로고
    • High-resolution simulation of unstable flows in porous media
    • Christie M.A. High-resolution simulation of unstable flows in porous media. SPE Res. Eng. 4:1989;297-303.
    • (1989) SPE Res. Eng. , vol.4 , pp. 297-303
    • Christie, M.A.1
  • 26
    • 0025256163 scopus 로고    scopus 로고
    • Viscous fingering, gravity segregation, and reservoir heterogeneity in miscible displacements in vertical cross-sections
    • Paper SPE/DOE 20176, Tulsa, OK, 22-25 April
    • U.G. Araktingi, F.M. Orr Jr., Viscous fingering, gravity segregation, and reservoir heterogeneity in miscible displacements in vertical cross-sections. Paper SPE/DOE 20176, presented at the 1990 SPE/DOE Seventh Symposium on Enhanced Oil Recovery, Tulsa, OK, 22-25 April.
    • Presented at the 1990 SPE/DOE Seventh Symposium on Enhanced Oil Recovery
    • Araktingi, U.G.1    Orr, F.M.2
  • 27
    • 0039261769 scopus 로고    scopus 로고
    • Simulation of miscible viscous fingering using a modified method of characteristics: Effects of gravity and heterogeneity
    • Paper SPE 18440, Houston, TX, 6-8 February
    • D.E. Moissis, C.E. Miller, M.F. Wheeler, Simulation of miscible viscous fingering using a modified method of characteristics: effects of gravity and heterogeneity. Paper SPE 18440, presented at the 1989 SPE 11th Symposium on Reservoir Simulation, Houston, TX, 6-8 February.
    • Presented at the 1989 SPE 11th Symposium on Reservoir Simulation
    • Moissis, D.E.1    Miller, C.E.2    Wheeler, M.F.3
  • 29
    • 0000192137 scopus 로고    scopus 로고
    • Scaling miscible fluid displacements in porous media
    • Gharbi R., Peters E.J., Elkamel A. Scaling miscible fluid displacements in porous media. Energy and Fuels. 12:1998;801.
    • (1998) Energy and Fuels , vol.12 , pp. 801
    • Gharbi, R.1    Peters, E.J.2    Elkamel, A.3
  • 30
    • 0000241853 scopus 로고
    • Deterministic nonperiodic flow
    • Lorenz E.N. Deterministic nonperiodic flow. J. Atmos. Sci. 20:1963;130-141.
    • (1963) J. Atmos. Sci. , vol.20 , pp. 130-141
    • Lorenz, E.N.1
  • 31
    • 0002708045 scopus 로고
    • The structure of inhomogeneous turbulent flows
    • A.M. Yaglom, & V.I. Tatarski. Moskow: Nauka
    • Lumley J.L. The structure of inhomogeneous turbulent flows. Yaglom A.M., Tatarski V.I. Atmospheric Turbulence and Radio Wave Propagation. 1967;166-178 Nauka, Moskow.
    • (1967) Atmospheric Turbulence and Radio Wave Propagation , pp. 166-178
    • Lumley, J.L.1
  • 34
    • 0040446457 scopus 로고
    • On the optimality of the Karhunen-Loéve expansion
    • Algazi V.R., Sakrison D.J. On the optimality of the Karhunen-Loéve expansion. IEEE Trans. Inform. Theory. 15:1969;319-421.
    • (1969) IEEE Trans. Inform. Theory , vol.15 , pp. 319-421
    • Algazi, V.R.1    Sakrison, D.J.2
  • 36
    • 0031179927 scopus 로고    scopus 로고
    • A new approach combining Karhuenen-Loéve decomposition and artificial neural network for estimating tight gas sand permeability
    • Smaoui N., Garrouch A.A. A new approach combining Karhuenen-Loéve decomposition and artificial neural network for estimating tight gas sand permeability. J. Pet. Sci. Eng. 18:1997;101-112.
    • (1997) J. Pet. Sci. Eng. , vol.18 , pp. 101-112
    • Smaoui, N.1    Garrouch, A.A.2
  • 37
    • 0031268245 scopus 로고    scopus 로고
    • Prediction of unstable fluid displacement in porous media using Karhunen-Loéve (KL) decomposition
    • Gharbi B.R., Smaoui N., Ekwere J.P. Prediction of unstable fluid displacement in porous media using Karhunen-Loéve (KL) decomposition. In situ. 21(4):1997;331-356.
    • (1997) In Situ , vol.21 , Issue.4 , pp. 331-356
    • Gharbi, B.R.1    Smaoui, N.2    Ekwere, J.P.3
  • 39
    • 0031389364 scopus 로고    scopus 로고
    • Artificial neural network-based low-dimensional model for spatio-temporally varying cellular flames
    • Smaoui N. Artificial neural network-based low-dimensional model for spatio-temporally varying cellular flames. Appl. Math. Modelling. 21(12):1997;739-748.
    • (1997) Appl. Math. Modelling , vol.21 , Issue.12 , pp. 739-748
    • Smaoui, N.1
  • 40
    • 0242449865 scopus 로고    scopus 로고
    • Cellular pattern formation in circular domains
    • Palacios A., Gunaratne G.H., Gorman M., Robbins K.A. Cellular pattern formation in circular domains. Chaos. 7(3):1997;463-475.
    • (1997) Chaos , vol.7 , Issue.3 , pp. 463-475
    • Palacios, A.1    Gunaratne, G.H.2    Gorman, M.3    Robbins, K.A.4
  • 41
    • 12044259644 scopus 로고
    • The proper orthogonal decomposition in the analysis of turbulent flow
    • Berkooz G., Holmes P., Lumley J.L. The proper orthogonal decomposition in the analysis of turbulent flow. Ann. Rev. Fluid Mech. 25(75):1993;115.
    • (1993) Ann. Rev. Fluid Mech. , vol.25 , Issue.75 , pp. 115
    • Berkooz, G.1    Holmes, P.2    Lumley, J.L.3
  • 44
    • 0000246863 scopus 로고
    • Turbulence and the dynamics of coherent structures, Part I, II, and III: Coherent structures
    • L. Sirovich, Turbulence and the dynamics of coherent structures, Part I, II, and III: Coherent structures, Quart. Appl. Math. XLV (1987) 561-571.
    • (1987) Quart. Appl. Math. XLV , pp. 561-571
    • Sirovich, L.1
  • 45
    • 0029367444 scopus 로고
    • An artificial neural network for the prediction of immiscible flood performance
    • Gharbi R., Karkoub M., Elkamel A. An artificial neural network for the prediction of immiscible flood performance. Energy and Fuels. 9:1995;894.
    • (1995) Energy and Fuels , vol.9 , pp. 894
    • Gharbi, R.1    Karkoub, M.2    Elkamel, A.3
  • 46
    • 0041040359 scopus 로고    scopus 로고
    • Application of artificial neural network for estimating tight gas sand intrinsic permeability
    • Garrouch A.A., Smaoui N. Application of artificial neural network for estimating tight gas sand intrinsic permeability. Energy and Fuels. 10(5):1996;1053-1059.
    • (1996) Energy and Fuels , vol.10 , Issue.5 , pp. 1053-1059
    • Garrouch, A.A.1    Smaoui, N.2
  • 47
    • 0030284536 scopus 로고    scopus 로고
    • Neural network model for estimating the PVT properties of middle east crude oils
    • Gharbi R., Elsharkawy A. Neural network model for estimating the PVT properties of middle east crude oils. In Situ. 20(4):1996.
    • (1996) In Situ , vol.20 , Issue.4
    • Gharbi, R.1    Elsharkawy, A.2
  • 48
    • 0032293917 scopus 로고    scopus 로고
    • Prediction of frictional drag and transmission of slack-off force in horizontal wells using neural networks
    • Pittsburgh, PA, USA, 9-11 November
    • T. Sadiq, R. Gharbi, Prediction of frictional drag and transmission of slack-off force in horizontal wells using neural networks. Paper SPE 51083 presented at the 1998 Estern Regional Meeting of SPE, Pittsburgh, PA, USA, 9-11 November.
    • Paper SPE 51083 Presented at the 1998 Estern Regional Meeting of SPE
    • Sadiq, T.1    Gharbi, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.