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Volumn 18, Issue 5, 2014, Pages 763-778

Robust optimisation of CO2 sequestration strategies under geological uncertainty using adaptive sparse grid surrogates

Author keywords

Adaptive sparse grid interpolation (ASGI); CO2 sequestration; Geological uncertainty; Robust optimisation; Surrogate assisted optimisation

Indexed keywords


EID: 84939877537     PISSN: 14200597     EISSN: 15731499     Source Type: Journal    
DOI: 10.1007/s10596-014-9425-z     Document Type: Article
Times cited : (35)

References (47)
  • 1
    • 0036193218 scopus 로고    scopus 로고
    • Economic implications of using a mean-VaR model for portfolio selection: a comparison with mean-variance analysis
    • Alexander, G.J., Baptista, A.M.: Economic implications of using a mean-VaR model for portfolio selection: a comparison with mean-variance analysis. J. Econ. Dyn. Control 26(7–8), 1159–1193 (2002)
    • (2002) J. Econ. Dyn. Control , vol.26 , Issue.7-8 , pp. 1159-1193
    • Alexander, G.J.1    Baptista, A.M.2
  • 2
    • 78349272384 scopus 로고    scopus 로고
    • Optimal waterflood management under geologic uncertainty using rate control : Theory and field applications (SPE 129511-STU)
    • October, New Orleans, Louisiana, USA:
    • Alhuthali, A.: Optimal waterflood management under geologic uncertainty using rate control: Theory and field applications (SPE 129511-STU). Proceedings of the SPE Annual Technical Conference and Exhibition, 4–7 October, New Orleans, Louisiana, USA (2009)
    • (2009) Proceedings of the SPE Annual Technical Conference and Exhibition , vol.4-7
    • Alhuthali, A.1
  • 3
    • 0034381734 scopus 로고    scopus 로고
    • High dimensional polynomial interpolation on sparse grids
    • Barthelmann, V., Novak, E., Ritter, K.: High dimensional polynomial interpolation on sparse grids. Adv. Comput. Math. 12, 273–288 (2000)
    • (2000) Adv. Comput. Math. , vol.12 , pp. 273-288
    • Barthelmann, V.1    Novak, E.2    Ritter, K.3
  • 4
    • 58549110419 scopus 로고    scopus 로고
    • Large-scale impact of CO2 storage in deep saline aquifers: a sensitivity study on pressure response in stratified systems
    • 2 storage in deep saline aquifers: a sensitivity study on pressure response in stratified systems. Int. J. Greenh. Gas Control 3(2), 181–194 (2009)
    • (2009) Int. J. Greenh. Gas Control , vol.3 , Issue.2 , pp. 181-194
    • Birkholzer, J.1    Zhou, Q.2
  • 5
    • 0022758683 scopus 로고
    • Generalized simulated annealing for function optimization
    • Bohachevsky, I.O.: Generalized simulated annealing for function optimization. Technometrics 28(3), 209–217 (1986)
    • (1986) Technometrics , vol.28 , Issue.3 , pp. 209-217
    • Bohachevsky, I.O.1
  • 7
    • 84862731823 scopus 로고    scopus 로고
    • Optimization of well placement, CO2 injection rates, and brine cycling for geological carbon sequestration
    • 2 injection rates, and brine cycling for geological carbon sequestration. Int. J. Greenh. Gas Control 10, 100–112 (2012). doi:10.1016/j.ijggc.2012.06.003
    • (2012) Int. J. Greenh. Gas Control , vol.10 , pp. 100-112
    • Cameron, D.1    Durlofsky, L.J.2
  • 8
    • 84866882672 scopus 로고    scopus 로고
    • Robust constrained optimization of short- and long-term net present value for closed-loop reservoir management (SPE-141314-PA)
    • Chen, C., Li, G., Reynolds, A.C.: Robust constrained optimization of short- and long-term net present value for closed-loop reservoir management (SPE-141314-PA). SPE J. 17(3), 849–864 (2012)
    • (2012) SPE J. , vol.17 , Issue.3 , pp. 849-864
    • Chen, C.1    Li, G.2    Reynolds, A.C.3
  • 9
    • 0032627814 scopus 로고    scopus 로고
    • Quality Utility—a compromise programming approach to robust design
    • Chen, W.: Quality Utility—a compromise programming approach to robust design. J. Mech. Des. 121, 179–187 (1999)
    • (1999) J. Mech. Des. , vol.121 , pp. 179-187
    • Chen, W.1
  • 10
    • 84949548521 scopus 로고    scopus 로고
    • Modeling spatial uncertainty, Wiley:
    • Chiles, J.P., Delfiner, P., 2nd: Geostatistics: Modeling spatial uncertainty. Wiley (2012). doi:10.1002/9781118136188.ch2
    • (2012) Geostatistics
    • Chiles, J.P.1    Delfiner, P.2
  • 11
    • 0034976210 scopus 로고    scopus 로고
    • Methods for quantifying the uncertainty of production forecasts: a comparative study
    • Floris, F.J.T., Bush, M.D., Cuypers, M., Roggero, F., Syversveen, A.: Methods for quantifying the uncertainty of production forecasts: a comparative study. P. Geosci. 7, 87–96 (2001). doi:10.1144/petgeo.7.S.S87
    • (2001) P. Geosci. , vol.7 , pp. 87-96
    • Floris, F.J.T.1    Bush, M.D.2    Cuypers, M.3    Roggero, F.4    Syversveen, A.5
  • 12
    • 58549086381 scopus 로고    scopus 로고
    • Recent advances in surrogate-based optimization
    • Forrester, A.I., Keane, A.J.: Recent advances in surrogate-based optimization. Prog. Aerosp. Sci. 45(1-3), 50–79 (2009). doi:10.1016/j.paerosci.2008.11.001
    • (2009) Prog. Aerosp. Sci. , vol.45 , Issue.1-3 , pp. 50-79
    • Forrester, A.I.1    Keane, A.J.2
  • 13
    • 0242440688 scopus 로고    scopus 로고
    • Numerical integration using sparse grids
    • Gerstner, T.: Numerical integration using sparse grids. Numer. Algoritm. 18, 209–232 (1998)
    • (1998) Numer. Algoritm. , vol.18 , pp. 209-232
    • Gerstner, T.1
  • 14
    • 0141991028 scopus 로고    scopus 로고
    • Dimension-adaptive tensor-product quadrature
    • Gerstner, T., Griebel, M.: Dimension-adaptive tensor-product quadrature. Comput. 71(1), 65–87 (2003). doi:10.1007/s00607-003-0015-5
    • (2003) Comput. , vol.71 , Issue.1 , pp. 65-87
    • Gerstner, T.1    Griebel, M.2
  • 15
    • 0013016271 scopus 로고
    • On investment criteria based on the internal rate of return
    • Gronchi, S.: On investment criteria based on the internal rate of return. Oxf. Econ. Pap. 38(1), 174–180 (1986). http://www.jstor.org/stable/2663324s
    • (1986) Oxf. Econ. Pap. , vol.38 , Issue.1 , pp. 174-180
    • Gronchi, S.1
  • 16
    • 84857522779 scopus 로고    scopus 로고
    • Geologic heterogeneity and economic uncertainty of subsurface carbon dioxide storage (SPE-158241-PA)
    • Heath, J., Kobos, P., Roach, J., Dewers, T.: Geologic heterogeneity and economic uncertainty of subsurface carbon dioxide storage (SPE-158241-PA). SPE Econ & Manag. 4(1), 32–41 (2012). doi:10.2118/158241-PA
    • (2012) SPE Econ & Manag. , vol.4 , Issue.1 , pp. 32-41
    • Heath, J.1    Kobos, P.2    Roach, J.3    Dewers, T.4
  • 17
    • 2942687314 scopus 로고    scopus 로고
    • Adaptive sparse grids
    • Hegland, M.: Adaptive sparse grids. Aust. Math. Soc. 44, 335–353 (2003)
    • (2003) Aust. Math. Soc. , vol.44 , pp. 335-353
    • Hegland, M.1
  • 18
    • 34548841665 scopus 로고    scopus 로고
    • Storage of CO2 in saline aquifers: Effects of gravity, viscous, and capillary forces on amount and timing of trapping
    • 2 in saline aquifers: Effects of gravity, viscous, and capillary forces on amount and timing of trapping. Int. J. Greenh Gas Control 1(4), 481–491 (2007)
    • (2007) Int. J. Greenh Gas Control , vol.1 , Issue.4 , pp. 481-491
    • Ide, S.1    Jessen, K.2    Jr, F.M.O.3
  • 19
    • 84939876875 scopus 로고    scopus 로고
    • IPCC special report on carbon dioxide capture and storage, Vol. 2
    • IPCC: IPCC special report on carbon dioxide capture and storage, Vol. 2. Cambridge University Press (2005)
    • (2005) Cambridge University Press
  • 20
    • 80052179267 scopus 로고    scopus 로고
    • Optimization of the net present value of carbon dioxide sequestration and enhanced oil recovery (OTC 21985)
    • May, Houston, Texas: USA
    • Jahangiri, H., Zhang, D.: Optimization of the net present value of carbon dioxide sequestration and enhanced oil recovery (OTC 21985). Proceedings of the Offshore Technology Conference, 2–5 May, Houston, Texas, USA (2011)
    • (2011) Proceedings of the Offshore Technology Conference , vol.2-5
    • Jahangiri, H.1    Zhang, D.2
  • 21
    • 84857323506 scopus 로고    scopus 로고
    • Ensemble based co-optimization of carbon dioxide sequestration and enhanced oil recovery
    • Jahangiri, H.R., Zhang, D.: Ensemble based co-optimization of carbon dioxide sequestration and enhanced oil recovery. Int. J. Greenhouse Gas Control 8, 22–33 (2012)
    • (2012) Int. J. Greenhouse Gas Control , vol.8 , pp. 22-33
    • Jahangiri, H.R.1    Zhang, D.2
  • 23
    • 0029535737 scopus 로고
    • Particle swarm optimization. Proceedings of ICNN’95 -
    • Kennedy, J, Eberhart, R.: Particle swarm optimization. Proceedings of ICNN’95 -. Int. Res. Neural Netw. 4, 1942–1948 (1995)
    • (1995) Int. Res. Neural Netw. , vol.4 , pp. 1942-1948
    • Kennedy, J.1    Eberhart, R.2
  • 24
    • 0016917575 scopus 로고
    • Reservoir simulation with history-dependent saturation functions
    • Killough, J.: Reservoir simulation with history-dependent saturation functions. SPE J. 16(1), 37–48 (1976)
    • (1976) SPE J. , vol.16 , Issue.1 , pp. 37-48
    • Killough, J.1
  • 29
    • 85108976174 scopus 로고
    • Robust optimization of large-scale systems
    • Mulvey, J., Vanderbei, R.: Robust optimization of large-scale systems. Oper. Res. 43(2), 264–281 (1995)
    • (1995) Oper. Res. , vol.43 , Issue.2 , pp. 264-281
    • Mulvey, J.1    Vanderbei, R.2
  • 33
    • 84891583525 scopus 로고    scopus 로고
    • Modeling approaches for large-scale simulation, Wiley:
    • 2: Modeling approaches for large-scale simulation. Wiley (2011)
    • (2011) 2
    • Nordbotten, J.M.1    Celia, M.A.2
  • 34
    • 0030524566 scopus 로고    scopus 로고
    • High dimensional integration of smooth functions over cubes
    • Novak, E., Ritter, K.: High dimensional integration of smooth functions over cubes. Numer. Math. 75(1), 79–97 (1996)
    • (1996) Numer. Math. , vol.75 , Issue.1 , pp. 79-97
    • Novak, E.1    Ritter, K.2
  • 35
  • 36
    • 84939928923 scopus 로고    scopus 로고
    • Department of earth science and engineering Imperial College London
    • PUNQ-S3: Department of earth science and engineering Imperial College London. Access:Oct 2012 (2012). http://www3.imperial.ac.uk/earthscienceandengineering/researc
    • (2012) Access:Oct , pp. 2012
  • 37
    • 84939928924 scopus 로고    scopus 로고
    • 2) capture and storage technology , Energy No.16, Vol. 2, pp 57–75
    • 2) capture and storage technology, Energy No.16, Vol. 2, pp 57–75. Woodhead Publishing (2010)
    • (2010) Woodhead Publishing
    • Rosenbauer, T.B.R.J.I.1
  • 38
    • 0013125679 scopus 로고
    • Uber empirische Funktionen und die Interpolation zwischen quidistanten Ordinaten
    • Runge, C.: Uber empirische Funktionen und die Interpolation zwischen quidistanten Ordinaten. Z. fr Math und Physik 46, 224–243 (1901). http://archive.org/details/zeitschriftfrma12runggoog
    • (1901) Z. fr Math und Physik , vol.46 , pp. 224-243
    • Runge, C.1
  • 39
    • 84939928925 scopus 로고    scopus 로고
    • Eclipse Technical Description Manual
    • 2 Storage (2010)
    • (2010) 2 Storage
  • 40
    • 84861003133 scopus 로고    scopus 로고
    • 2 Injection in a saline formation: How do additional data change uncertainties in our reservoir simulation predictions? (CMTC 151454)
    • February, Florida,USA:
    • 2 Injection in a saline formation: How do additional data change uncertainties in our reservoir simulation predictions? (CMTC 151454). Carbon management technology conference, 7–9 February, Florida,USA (2012)
    • (2012) Carbon management technology conference , vol.7-9
    • Senel, O.1
  • 41
    • 84857853509 scopus 로고    scopus 로고
    • Controlled CO 2 injection into heterogeneous geologic formations for improved solubility and residual trapping
    • Shamshiri, H., Jafarpour, B.: Controlled CO 2 injection into heterogeneous geologic formations for improved solubility and residual trapping. Water Resour. Res. 48(2), 1–15 (2012)
    • (2012) Water Resour. Res. , vol.48 , Issue.2 , pp. 1-15
    • Shamshiri, H.1    Jafarpour, B.2
  • 42
    • 77649342732 scopus 로고    scopus 로고
    • Survey of modeling and optimization strategies to solve high-dimensional design problems with computationally-expensive black-box functions
    • Shan, S., Wang, G.G.: Survey of modeling and optimization strategies to solve high-dimensional design problems with computationally-expensive black-box functions. Struct. Multidiscip. Optim. 41(2), 219–241 (2009)
    • (2009) Struct. Multidiscip. Optim. , vol.41 , Issue.2 , pp. 219-241
    • Shan, S.1    Wang, G.G.2
  • 43
    • 77954951075 scopus 로고    scopus 로고
    • Modeling CO2 storage in aquifers: Assessing the key contributors to uncertainty
    • 2 storage in aquifers: Assessing the key contributors to uncertainty. J. Pet. Technol. 62(7), 71–72 (2010)
    • (2010) J. Pet. Technol. , vol.62 , Issue.7 , pp. 71-72
    • Sifuentes, W.1    Blunt, M.J.2    Giddins, M.3
  • 44
    • 0001048297 scopus 로고
    • Quadrature and interpolation formulas for tensor products of certain classes of functions
    • Smolyak, S.: Quadrature and interpolation formulas for tensor products of certain classes of functions. Soviet Math Dokl. 4, 240–243 (1963)
    • (1963) Soviet Math Dokl. , vol.4 , pp. 240-243
    • Smolyak, S.1
  • 45
    • 84939928926 scopus 로고    scopus 로고
    • Sparse grid Matlab Toolkit. (Access: March 2012)
    • Sparse grid Matlab Toolkit. (Access: March 2012). http://www.ians.uni-stuttgart.de/spinterp
  • 47
    • 11344293325 scopus 로고    scopus 로고
    • A review of robust optimal design and its application in dynamics
    • Zang, C., Friswell, M., Mottershead, J.: A review of robust optimal design and its application in dynamics. Comput. & Struct. 83(4–5), 315–326 (2005)
    • (2005) Comput. & Struct. , vol.83 , Issue.4-5 , pp. 315-326
    • Zang, C.1    Friswell, M.2    Mottershead, J.3


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