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Volumn 8, Issue 2, 2013, Pages 304-314

Optimization of Denser Nonaqueous Phase Liquids-contaminated groundwater remediation based on Kriging surrogate model

Author keywords

DNAPLs; Groundwater remediation; Kriging; Optimization; Surrogate model

Indexed keywords

DNAPLS; GROUND WATER REMEDIATION; KRIGING; NONLINEAR OPTIMIZATION MODEL; SIMULATED ANNEALING METHOD; SURFACTANT ENHANCED AQUIFER REMEDIATION; SURFACTANT-ENHANCED REMEDIATION; SURROGATE MODEL;

EID: 84884231993     PISSN: 1751231X     EISSN: None     Source Type: Journal    
DOI: 10.2166/wpt.2013.031     Document Type: Article
Times cited : (13)

References (25)
  • 1
    • 41949139021 scopus 로고    scopus 로고
    • What Monte Carlo models can do and cannot do efficiently
    • Atanassov, E. & Dimov, I. T. 2008 What Monte Carlo models can do and cannot do efficiently. Applied Mathematical Modelling 32 (8), 1477-1500.
    • (2008) Applied Mathematical Modelling , vol.32 , Issue.8 , pp. 1477-1500
    • Atanassov, E.1    Dimov, I.T.2
  • 3
    • 0033995472 scopus 로고    scopus 로고
    • The influence of field-scale heterogeneity on the surfactant-enhanced remediation of entrapped nonaqueous phase liquids
    • Dekker, T. J. & Abriola, L. M. 2000 The influence of field-scale heterogeneity on the surfactant-enhanced remediation of entrapped nonaqueous phase liquids. Journal of Contaminant Hydrology 42 (2-4), 219-251.
    • (2000) Journal of Contaminant Hydrology , vol.42 , Issue.2-4 , pp. 219-251
    • Dekker, T.J.1    Abriola, L.M.2
  • 4
    • 0030201402 scopus 로고    scopus 로고
    • A compositional simulator for modeling surfactant enhanced aquifer remediation, 1. Formulation
    • Delshad, M., Pope, G. A. & Sepehrnoori, K. 1996 A compositional simulator for modeling surfactant enhanced aquifer remediation, 1. Formulation. Journal of Contaminant Hydrology 4 (23), 303-327.
    • (1996) Journal of Contaminant Hydrology , vol.4 , Issue.23 , pp. 303-327
    • Delshad, M.1    Pope, G.A.2    Sepehrnoori, K.3
  • 5
    • 77957296413 scopus 로고    scopus 로고
    • Effect of fracture zone on DNAPL transport and dispersion: A numerical approach
    • Dennis, I., Pretorius, J. & Stey, G. 2010 Effect of fracture zone on DNAPL transport and dispersion: a numerical approach. Environment Earth Sciences (61), 1531-1540.
    • (2010) Environment Earth Sciences , Issue.61 , pp. 1531-1540
    • Dennis, I.1    Pretorius, J.2    Stey, G.3
  • 7
    • 55649086394 scopus 로고    scopus 로고
    • A simulation-based fuzzy chance-constrained programming model for optimal groundwater remediation under uncertainty
    • He, L., Huang, G. H. & Lu, H. W. 2008a A simulation-based fuzzy chance-constrained programming model for optimal groundwater remediation under uncertainty. Advances in Water Resources 31, 1622-1635.
    • (2008) Advances In Water Resources , vol.31 , pp. 1622-1635
    • He, L.1    Huang, G.H.2    Lu, H.W.3
  • 8
    • 43049151401 scopus 로고    scopus 로고
    • An integrated simulation, inference, and optimization method for identifying groundwater remediation strategies at petroleum-contaminated aquifers in western Canada
    • He, L., Huang, G. H., Zeng, G. M. & Lu, H. W. 2008b An integrated simulation, inference, and optimization method for identifying groundwater remediation strategies at petroleum-contaminated aquifers in western Canada. Water Research 42 (10-11), 2629-2639.
    • (2008) Water Research , vol.42 , Issue.10-11 , pp. 2629-2639
    • He, L.1    Huang, G.H.2    Zeng, G.M.3    Lu, H.W.4
  • 9
    • 67649249770 scopus 로고    scopus 로고
    • A coupled simulation-optimization approach for groundwater remediation design under uncertainty: An application to a petroleum-contaminated site
    • He, L., Huang, G. H. & Lu, H. W. 2009 A coupled simulation-optimization approach for groundwater remediation design under uncertainty: an application to a petroleum-contaminated site. Environmental Pollution 157 (8-9), 2485-2492.
    • (2009) Environmental Pollution , vol.157 , Issue.8-9 , pp. 2485-2492
    • He, L.1    Huang, G.H.2    Lu, H.W.3
  • 10
    • 0037391349 scopus 로고    scopus 로고
    • Integrated simulation- optimization approach for real-time dynamic modeling and process control of surfactant-enhanced remediation at petroleum-contaminated sites
    • Huang, Y. F., Li, J. B., Huang, G. H., Chakma, A. & Qin, X. S. 2003 Integrated simulation- optimization approach for real-time dynamic modeling and process control of surfactant-enhanced remediation at petroleum-contaminated sites. Practice Periodical of Hazardous, Toxic, and Radioactive Waste Management 7 (2), 95-105.
    • (2003) Practice Periodical of Hazardous Toxic, and Radioactive Waste Management , vol.7 , Issue.2 , pp. 95-105
    • Huang, Y.F.1    Li, J.B.2    Huang, G.H.3    Chakma, A.4    Qin, X.S.5
  • 11
    • 78449245995 scopus 로고    scopus 로고
    • Optimal design of aeroengine turbine disc based on Kriging surrogate models
    • Huang, Z. J., Wang, C. G., Chen, J. & Tian, H. 2011 Optimal design of aeroengine turbine disc based on Kriging surrogate models. Computers and Structures 89, 27-37.
    • (2011) Computers and Structures , vol.89 , pp. 27-37
    • Huang, Z.J.1    Wang, C.G.2    Chen, J.3    Tian, H.4
  • 12
    • 84878203677 scopus 로고    scopus 로고
    • Simultaneous Kriging-based estimation and optimization of mean response
    • Janusevskis, J. & Le Riche, R. 2013 Simultaneous Kriging-based estimation and optimization of mean response. Journal of Global Optimization 55 (2), 313-336.
    • (2013) Journal of Global Optimization , vol.55 , Issue.2 , pp. 313-336
    • Janusevskis, J.1    Le Riche, R.2
  • 13
    • 21144433756 scopus 로고    scopus 로고
    • A comprehensive survey of fitness approximation in evolutionary computation
    • Jin, Y. 2005 A comprehensive survey of fitness approximation in evolutionary computation. Soft Computing Mathematical Modelling 9, 3-12.
    • (2005) Soft Computing Mathematical Modelling , vol.9 , pp. 3-12
    • Jin, Y.1
  • 14
    • 72049086916 scopus 로고    scopus 로고
    • Monte Carlo methods in statistical physics: Mathematical foundations and strategies
    • Kastner, M. 2010 Monte Carlo methods in statistical physics: Mathematical foundations and strategies. Communications in Nonlinear Science and Numerical Simulation 15 (6), 1589-1602.
    • (2010) Communications In Nonlinear Science and Numerical Simulation , vol.15 , Issue.6 , pp. 1589-1602
    • Kastner, M.1
  • 15
    • 13444266107 scopus 로고    scopus 로고
    • Robustness of Kriging when interpolating in random simulation with heterogeneous variances: Some experiments
    • Kleijnen, J. P. C. & van Beers, W. C. M. 2005 Robustness of Kriging when interpolating in random simulation with heterogeneous variances: some experiments. European Journal of Operational Research 165 (3), 826-834.
    • (2005) European Journal of Operational Research , vol.165 , Issue.3 , pp. 826-834
    • Kleijnen, J.P.C.1    van Beers, W.C.M.2
  • 18
    • 34147175692 scopus 로고    scopus 로고
    • Simultaneous optimization of dense non-aqueous phase liquid (DNAPL) source and contaminant plume remediation
    • Mayer, A. & Endres, K. L. 2007 Simultaneous optimization of dense non-aqueous phase liquid (DNAPL) source and contaminant plume remediation. Journal of Contaminant Hydrology 91 (3-4), 288-311.
    • (2007) Journal of Contaminant Hydrology , vol.91 , Issue.3-4 , pp. 288-311
    • Mayer, A.1    Endres, K.L.2
  • 19
    • 34249821064 scopus 로고    scopus 로고
    • Simulation-based process optimization for surfactant-enhanced aquifer remediation at heterogeneous DNAPL-contaminated sites
    • Qin, X. S., Huang, G. H., Chakma, A., Chen, B. & Zeng, G. M. 2007 Simulation-based process optimization for surfactant-enhanced aquifer remediation at heterogeneous DNAPL-contaminated sites. Science of the Total Environment 381 (1-3), 17-37.
    • (2007) Science of the Total Environment , vol.381 , Issue.1-3 , pp. 17-37
    • Qin, X.S.1    Huang, G.H.2    Chakma, A.3    Chen, B.4    Zeng, G.M.5
  • 20
    • 55349132687 scopus 로고    scopus 로고
    • Simulation and optimization technologies for petroleum waste management and remediation process control
    • Qin, X. S., Huang, G. H. & He, L. 2009 Simulation and optimization technologies for petroleum waste management and remediation process control. Journal of Environmental Management 90 (1), 54-76.
    • (2009) Journal of Environmental Management , vol.90 , Issue.1 , pp. 54-76
    • Qin, X.S.1    Huang, G.H.2    He, L.3
  • 22
    • 77957874307 scopus 로고    scopus 로고
    • Multi-objective management of saltwater intrusion in coastal aquifers using genetic programming and modular neural network based surrogate models
    • Sreekanth, J. & Datta, B. 2010 Multi-objective management of saltwater intrusion in coastal aquifers using genetic programming and modular neural network based surrogate models. Journal of Hydrology 393, 245-256.
    • (2010) Journal of Hydrology , vol.393 , pp. 245-256
    • Sreekanth, J.1    Datta, B.2
  • 23
    • 0026223071 scopus 로고
    • Soil clean up by in-situ surfactant flushing, IV, A two-compnent mathematical mode
    • Wilson, D. J. & Clarke, A. N. 1991 Soil clean up by in-situ surfactant flushing, IV, A two-compnent mathematical mode. Separation Science and Technology 26, 1177-1194.
    • (1991) Separation Science and Technology , vol.26 , pp. 1177-1194
    • Wilson, D.J.1    Clarke, A.N.2
  • 24
    • 60949086949 scopus 로고    scopus 로고
    • Application and comparison of two prediction models for groundwater levels: A case study in Western Jilin Province, China
    • Yang, Z. P., Lu, W. X., Long, Y. Q. & Li, P. 2009 Application and comparison of two prediction models for groundwater levels: A case study in Western Jilin Province, China. Journal of Arid Environments 73, 487-492.
    • (2009) Journal of Arid Environments , vol.73 , pp. 487-492
    • Yang, Z.P.1    Lu, W.X.2    Long, Y.Q.3    Li, P.4
  • 25
    • 20444437997 scopus 로고    scopus 로고
    • An optimization methodology of alkaline-surfactant-polymer flooding processes using field scale numerical simulation and multiple surrogates
    • Zerpa, L. E., Queipo, N. V., Pintos, S. & Salager, J. L. 2005 An optimization methodology of alkaline-surfactant-polymer flooding processes using field scale numerical simulation and multiple surrogates. Journal of Petroleum Science and Engineering 47, 197-208.
    • (2005) Journal of Petroleum Science and Engineering , vol.47 , pp. 197-208
    • Zerpa, L.E.1    Queipo, N.V.2    Pintos, S.3    Salager, J.L.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.