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Volumn 42, Issue 10-11, 2008, Pages 2629-2639

An integrated simulation, inference, and optimization method for identifying groundwater remediation strategies at petroleum-contaminated aquifers in western Canada

Author keywords

Groundwater remediation; Inference; Optimization: Petroleum contamination; Simulation

Indexed keywords

AQUIFERS; COMPUTER SIMULATION; CONTAMINATION; OPTIMIZATION;

EID: 43049151401     PISSN: 00431354     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.watres.2008.01.012     Document Type: Article
Times cited : (82)

References (49)
  • 1
    • 0032840214 scopus 로고    scopus 로고
    • Comparison of a genetic algorithm and mathematical programming to the design of groundwater cleanup systems
    • A.H. Aly R.C. Peralta Comparison of a genetic algorithm and mathematical programming to the design of groundwater cleanup systems Water Resour. Res. 35 8 1999 2415 2425
    • (1999) Water Resour. Res. , vol.35 , Issue.8 , pp. 2415-2425
    • Aly, A.H.1    Peralta, R.C.2
  • 2
    • 0022206022 scopus 로고
    • Hydraulic gradient control for groundwater contaminant removal
    • D.F. Atwood S.M. Gorelick Hydraulic gradient control for groundwater contaminant removal J. Hydrol. 76 1985 85 106
    • (1985) J. Hydrol. , vol.76 , pp. 85-106
    • Atwood, D.F.1    Gorelick, S.M.2
  • 3
    • 33750000341 scopus 로고    scopus 로고
    • Stochastic management of pump-and-treat strategies using surrogate functions
    • D.A. Baú A.S. Mayer Stochastic management of pump-and-treat strategies using surrogate functions Adv. Water Resour. 29 12 2006 1901 1917
    • (2006) Adv. Water Resour. , vol.29 , Issue.12 , pp. 1901-1917
    • Baú, D.A.1    Mayer, A.S.2
  • 4
    • 34248158176 scopus 로고    scopus 로고
    • Data-worth analysis for multiobjective optimal design of pump-and-treat remediation systems
    • D.A. Baú A.S. Mayer Data-worth analysis for multiobjective optimal design of pump-and-treat remediation systems Adv. Water Resour. 30 8 2007 1815 1830
    • (2007) Adv. Water Resour. , vol.30 , Issue.8 , pp. 1815-1830
    • Baú, D.A.1    Mayer, A.S.2
  • 5
    • 85120249042 scopus 로고    scopus 로고
    • CCME (Canadian Council of Ministers of the Environment), 2000. Subsurface Assessment Handbook for Contaminated Sites. Canadian Council of Ministers of the Environment, Ottawa.
  • 6
    • 11844296189 scopus 로고    scopus 로고
    • Groundwater remediation design under uncertainty using genetic algorithm
    • A.B. Chan Hilton T.B. Culver Groundwater remediation design under uncertainty using genetic algorithm J. Water Res. Pl.-ASCE 131 1 2005 25 34
    • (2005) J. Water Res. Pl.-ASCE , vol.131 , Issue.1 , pp. 25-34
    • Chan Hilton, A.B.1    Culver, T.B.2
  • 7
    • 85120272317 scopus 로고    scopus 로고
    • Chen, Z., 2000. Integrated environmental modeling and risk assessment under uncertainty. Ph.D. Thesis, University of Regina, Regina, Saskatchewan.
  • 8
    • 85120265142 scopus 로고    scopus 로고
    • EEP (Energy and Environment Program), 2005. Numerical simulation for contaminant flow and transport in subsurface–a study of soil and groundwater contamination at the Coleville Site. Process Report, University of Regina, Regina, Saskatchewan, Canada.
  • 9
    • 0001878035 scopus 로고
    • Multiple regression analysis
    • M.A. Efroymson Multiple regression analysis A. Ralston H.S. Wilf Mathematical Methods for Digital Computers 1960 Wiley New York
    • (1960)
    • Efroymson, M.A.1
  • 10
    • 0033575753 scopus 로고    scopus 로고
    • Optimal remediation with well locations and pumping rates selected as continuous decision variables
    • J.B. Guan M.M. Aral Optimal remediation with well locations and pumping rates selected as continuous decision variables J. Hydrol. 221 1999 20 42
    • (1999) J. Hydrol. , vol.221 , pp. 20-42
    • Guan, J.B.1    Aral, M.M.2
  • 11
    • 2542600818 scopus 로고    scopus 로고
    • Optimal design of groundwater remediation systems using fuzzy set theory
    • J.B. Guan M.M. Aral Optimal design of groundwater remediation systems using fuzzy set theory Water Resour. Res. 40 2004 1 20 W01518
    • (2004) Water Resour. Res. , vol.40 , pp. 1-20
    • Guan, J.B.1    Aral, M.M.2
  • 12
    • 0035981250 scopus 로고    scopus 로고
    • An application of permeable reactive barrier technology to petroleum hydrocarbon contaminated groundwater
    • T.F. Guerin S. Horner T. McGovern B. Davey An application of permeable reactive barrier technology to petroleum hydrocarbon contaminated groundwater Water Res. 36 1 2002 15 24
    • (2002) Water Res. , vol.36 , Issue.1 , pp. 15-24
    • Guerin, T.F.1    Horner, S.2    McGovern, T.3    Davey, B.4
  • 13
    • 34447620098 scopus 로고    scopus 로고
    • Experimental design and response surface modeling: a method development application for the determination of reduced inorganic species in environmental samples
    • G. Hanrahan C. Garza E. Garcia K. Miller Experimental design and response surface modeling: a method development application for the determination of reduced inorganic species in environmental samples J. Environ. Inform. 9 2 2007 71 79
    • (2007) J. Environ. Inform. , vol.9 , Issue.2 , pp. 71-79
    • Hanrahan, G.1    Garza, C.2    Garcia, E.3    Miller, K.4
  • 14
    • 33144465949 scopus 로고    scopus 로고
    • A probabilistic reasoning-based decision support system for selecting remediation technologies for petroleum-contaminated sites
    • L. He C.W. Chan G.H. Huang G.M. Zeng A probabilistic reasoning-based decision support system for selecting remediation technologies for petroleum-contaminated sites Expert Syst. Appl. 30 4 2006 783 795
    • (2006) Expert Syst. Appl. , vol.30 , Issue.4 , pp. 783-795
    • He, L.1    Chan, C.W.2    Huang, G.H.3    Zeng, G.M.4
  • 15
    • 44949260972 scopus 로고    scopus 로고
    • Wavelet-based multiresolution analysis technique for data cleaning and its application to water quality management system
    • L. He G.H. Huang G.M. Zeng H.W. Lu Wavelet-based multiresolution analysis technique for data cleaning and its application to water quality management system Expert Syst. Appl. 2007 10.1016/j.eswa.2007.08.009
    • (2007) Expert Syst. Appl.
    • He, L.1    Huang, G.H.2    Zeng, G.M.3    Lu, H.W.4
  • 16
    • 85120285038 scopus 로고    scopus 로고
    • He, L., Huang, G.H., Lu, H.W., Zeng, G.M., 2008. Optimization of surfactant-enhanced aquifer remediation for a laboratory BTEX system under parameter uncertainty. Environ. Sci. Technol., doi:10.1021/es071106y .
  • 17
    • 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
    • Y.F. Huang J.B. Li G.H. Huang A. Chakma X.S. Qin Integrated simulation–optimization approach for real-time dynamic modeling and process control of surfactant-enhanced remediation at petroleum-contaminated sites Pract. Period. Hazard. Toxic Radioact. Waste Manage. 7 2 2003 95 105
    • (2003) Pract. Period. Hazard. Toxic Radioact. Waste Manage. , 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
  • 18
    • 4544294829 scopus 로고    scopus 로고
    • Nonparametric direct mapping of rainfall–runoff relationships: an alternative approach to data analysis and modeling
    • I. Iorgulescu K.J. Beven Nonparametric direct mapping of rainfall–runoff relationships: an alternative approach to data analysis and modeling Water Resour. Res. 40 8 2004 1 11 W08403
    • (2004) Water Resour. Res. , vol.40 , Issue.8 , pp. 1-11
    • Iorgulescu, I.1    Beven, K.J.2
  • 19
    • 20844458468 scopus 로고    scopus 로고
    • Applicability of statistical learning algorithms in groundwater quality modeling
    • A. Khalil M. McKee J.J. Kaluarachchi Applicability of statistical learning algorithms in groundwater quality modeling Water Resour. Res. 41 2005 10.1029/2004WR003608
    • (2005) Water Resour. Res. , vol.41
    • Khalil, A.1    McKee, M.2    Kaluarachchi, J.J.3
  • 20
    • 0031710345 scopus 로고    scopus 로고
    • Dual response surface optimization: a fuzzy modeling approach
    • K.J. Kim D.K. Lin Dual response surface optimization: a fuzzy modeling approach J. Qual. Technol. 30 1 1998 1 10
    • (1998) J. Qual. Technol. , vol.30 , Issue.1 , pp. 1-10
    • Kim, K.J.1    Lin, D.K.2
  • 21
    • 1442336099 scopus 로고    scopus 로고
    • Joint optimization of mean and standard deviation using response surface methods
    • O. Köksoy N. Doganaksoy Joint optimization of mean and standard deviation using response surface methods J. Qual. Technol. 35 3 2003 239 252
    • (2003) J. Qual. Technol. , vol.35 , Issue.3 , pp. 239-252
    • Köksoy, O.1    Doganaksoy, N.2
  • 22
    • 33745479660 scopus 로고    scopus 로고
    • Locally weighted polynomial regression: parameter choice and application to forecasts of the Great Salt Lake
    • U. Lall Y.I. Moon H.H. Kwon K. Bosworth Locally weighted polynomial regression: parameter choice and application to forecasts of the Great Salt Lake Water Resour. Res. 42 5 2006 1 11 W05422
    • (2006) Water Resour. Res. , vol.42 , Issue.5 , pp. 1-11
    • Lall, U.1    Moon, Y.I.2    Kwon, H.H.3    Bosworth, K.4
  • 23
    • 33746624457 scopus 로고    scopus 로고
    • A multivariate approach for the analysis of spatially correlated environmental data
    • A. Lamberti E. Nissi A multivariate approach for the analysis of spatially correlated environmental data J. Environ. Inform. 5 1 2005 9 16
    • (2005) J. Environ. Inform. , vol.5 , Issue.1 , pp. 9-16
    • Lamberti, A.1    Nissi, E.2
  • 24
    • 10644281252 scopus 로고    scopus 로고
    • Application of nonionic surfactant-enhanced in situ flushing to a diesel contaminated site
    • M. Lee H. Kang W. Do Application of nonionic surfactant-enhanced in situ flushing to a diesel contaminated site Water Res. 39 1 2005 139 146
    • (2005) Water Res. , vol.39 , Issue.1 , pp. 139-146
    • Lee, M.1    Kang, H.2    Do, W.3
  • 25
    • 46949095746 scopus 로고    scopus 로고
    • An inexact two-stage fuzzy-stochastic programming model for water resources management
    • H.W. Lu G.H. Huang G.M. Zeng I. Maqsood L. He An inexact two-stage fuzzy-stochastic programming model for water resources management Water Resour. Manage. 0-0 2007 10.1007/s11269-007-9206-8
    • (2007) Water Resour. Manage. , vol.0-0
    • Lu, H.W.1    Huang, G.H.2    Zeng, G.M.3    Maqsood, I.4    He, L.5
  • 26
    • 0034151496 scopus 로고    scopus 로고
    • No free lunch for noise prediction
    • M. Magdon-Ismail No free lunch for noise prediction Neural. Comput. 12 3 2000 547 564
    • (2000) Neural. Comput. , vol.12 , Issue.3 , pp. 547-564
    • Magdon-Ismail, M.1
  • 27
    • 0036704663 scopus 로고    scopus 로고
    • Optimal design for problems involving flow and transport phenomena in subsurface systems
    • A.S. Mayer C.T. Kelley C.T. Miller Optimal design for problems involving flow and transport phenomena in subsurface systems Adv. Water Resour. 25 8–12 2002 1233 1256
    • (2002) Adv. Water Resour. , vol.25 , Issue.8–12 , pp. 1233-1256
    • Mayer, A.S.1    Kelley, C.T.2    Miller, C.T.3
  • 28
    • 0028667840 scopus 로고
    • Genetic algorithm solution of groundwater management models
    • D.C. McKinney M.D. Lin Genetic algorithm solution of groundwater management models Water Resour. Res. 30 6 1994 1897 1906
    • (1994) Water Resour. Res. , vol.30 , Issue.6 , pp. 1897-1906
    • McKinney, D.C.1    Lin, M.D.2
  • 29
    • 0030089382 scopus 로고    scopus 로고
    • Pump-and-treat groundwater remediation system optimization
    • D.C. McKinney M.D. Lin Pump-and-treat groundwater remediation system optimization J. Water Res. Pl. ASCE 122 2 1996 128 136
    • (1996) J. Water Res. Pl. ASCE , vol.122 , Issue.2 , pp. 128-136
    • McKinney, D.C.1    Lin, M.D.2
  • 30
    • 33645737938 scopus 로고    scopus 로고
    • Experimental design for groundwater modeling and management
    • J. McPhee W.W.-G. Yeh Experimental design for groundwater modeling and management Water Resour. Res. 42 2006 10.1029/2005WR003997
    • (2006) Water Resour. Res. , vol.42
    • McPhee, J.1    Yeh, W.W.-G.2
  • 31
    • 0035875192 scopus 로고    scopus 로고
    • Estimating the long-term trend in the extreme values of tropospheric ozone using a multivariate approach
    • K.A. Menezes T.S. Shively Estimating the long-term trend in the extreme values of tropospheric ozone using a multivariate approach Environ. Sci. Technol. 35 12 2001 2554 2561
    • (2001) Environ. Sci. Technol. , vol.35 , Issue.12 , pp. 2554-2561
    • Menezes, K.A.1    Shively, T.S.2
  • 32
    • 0032080270 scopus 로고    scopus 로고
    • Dynamic optimal control of in-situ bioremediation of ground water
    • B.S. Minsker C.A. Shoemaker Dynamic optimal control of in-situ bioremediation of ground water J. Water Res. Pl. ASCE 124 3 1998 149 161
    • (1998) J. Water Res. Pl. ASCE , vol.124 , Issue.3 , pp. 149-161
    • Minsker, B.S.1    Shoemaker, C.A.2
  • 33
    • 0029663674 scopus 로고    scopus 로고
    • Differentiating a finite element biodegradation simulation model for optimal control
    • B.S. Minsker C.A. Shoemaker Differentiating a finite element biodegradation simulation model for optimal control Water Resour. Res. 32 1 1996 187 192
    • (1996) Water Resour. Res. , vol.32 , Issue.1 , pp. 187-192
    • Minsker, B.S.1    Shoemaker, C.A.2
  • 34
    • 2342586713 scopus 로고    scopus 로고
    • Two approaches for improving the dual response method in robust parameter design
    • G. Miró Quesada E. Del Castillo Two approaches for improving the dual response method in robust parameter design J. Qual. Technol. 36 2 2004 154 168
    • (2004) J. Qual. Technol. , vol.36 , Issue.2 , pp. 154-168
    • Miró Quesada, G.1    Del Castillo, E.2
  • 35
    • 0036657278 scopus 로고    scopus 로고
    • A new interior-point boundary projection method for solving nonlinear groundwater pollution control problems
    • A.E. Mulligan D.P. Ahlfeld A new interior-point boundary projection method for solving nonlinear groundwater pollution control problems Oper. Res. 50 4 2002 636 644
    • (2002) Oper. Res. , vol.50 , Issue.4 , pp. 636-644
    • Mulligan, A.E.1    Ahlfeld, D.P.2
  • 36
    • 85120256346 scopus 로고    scopus 로고
    • NRTEE (National Round Table on the Environment and the Economy), 1997. Contaminated Site Issues in Canada: Backgrounder 〈 http://www.nrtee-trnee.ca/Publications/HTML/BK_Contaminated-Site-Issues_E.htm 〉.
  • 37
    • 0026156821 scopus 로고
    • Embedding and response matrix techniques for maximizing steady-state groundwater extraction: computational comparison
    • H. Peralta H. Azarmnia S. Takahashi Embedding and response matrix techniques for maximizing steady-state groundwater extraction: computational comparison Ground Water 29 3 1991 357 364
    • (1991) Ground Water , vol.29 , Issue.3 , pp. 357-364
    • Peralta, H.1    Azarmnia, H.2    Takahashi, S.3
  • 38
    • 24344456651 scopus 로고    scopus 로고
    • Biodegradation of petroleum hydrocarbons in an immobilized cell airlift bioreactor
    • A.K. Pour D. Karamanev A. Margaritis Biodegradation of petroleum hydrocarbons in an immobilized cell airlift bioreactor Water Res. 39 15 2005 3704 3714
    • (2005) Water Res. , vol.39 , Issue.15 , pp. 3704-3714
    • Pour, A.K.1    Karamanev, D.2    Margaritis, A.3
  • 39
    • 0027464578 scopus 로고
    • Neural network-based screening for groundwater reclamation under uncertainty
    • S. Ranjithan J.W. Eheart J.H. Garrett Jr. Neural network-based screening for groundwater reclamation under uncertainty Water Resour. Res. 29 3 1993 563 574
    • (1993) Water Resour. Res. , vol.29 , Issue.3 , pp. 563-574
    • Ranjithan, S.1    Eheart, J.W.2    Garrett, J.H.3
  • 40
    • 0028175624 scopus 로고
    • Using genetic algorithm to solve a multiple objective groundwater pollution containment problem
    • B.J. Ritzel J.W. Eheart S. Ranjithan Using genetic algorithm to solve a multiple objective groundwater pollution containment problem Water Resour. Res. 30 5 1994 1589 1603
    • (1994) Water Resour. Res. , vol.30 , Issue.5 , pp. 1589-1603
    • Ritzel, B.J.1    Eheart, J.W.2    Ranjithan, S.3
  • 41
    • 0028174533 scopus 로고
    • Optimization of groundwater remediation using artificial neural networks with parallel solute transport modeling
    • L.L. Rogers F.U. Dowla Optimization of groundwater remediation using artificial neural networks with parallel solute transport modeling Water Resour. Res. 30 2 1994 457 481
    • (1994) Water Resour. Res. , vol.30 , Issue.2 , pp. 457-481
    • Rogers, L.L.1    Dowla, F.U.2
  • 42
    • 0028988614 scopus 로고
    • Optimal filed-scale groundwater remediation using neural networks and the genetic algorithm
    • L.L. Rogers F.U. Dowla V.M. Johnson Optimal filed-scale groundwater remediation using neural networks and the genetic algorithm Environ. Sci. Technol. 29 5 1995 1145 1155
    • (1995) Environ. Sci. Technol. , vol.29 , Issue.5 , pp. 1145-1155
    • Rogers, L.L.1    Dowla, F.U.2    Johnson, V.M.3
  • 43
    • 85120259318 scopus 로고    scopus 로고
    • SERM (Saskatchewan Environment and Resource Management), 1999. Risk Based Corrective Actions for Petroleum Contaminated Sites. SERM, Province of Saskatchewan, Regina, Saskatchewan, Canada.
  • 44
    • 1442311631 scopus 로고    scopus 로고
    • A unified approach for dual response surface optimization
    • L.C. Tang K. Xu A unified approach for dual response surface optimization J. Qual. Technol. 34 4 2002 437 448
    • (2002) J. Qual. Technol. , vol.34 , Issue.4 , pp. 437-448
    • Tang, L.C.1    Xu, K.2
  • 45
    • 0028155192 scopus 로고
    • Optimal groundwater remediation with well location as a decision variable: model development
    • W. Wang D.P. Ahlfeld Optimal groundwater remediation with well location as a decision variable: model development Water Resour. Res. 30 5 1994 1605 1618
    • (1994) Water Resour. Res. , vol.30 , Issue.5 , pp. 1605-1618
    • Wang, W.1    Ahlfeld, D.P.2
  • 47
    • 33745438549 scopus 로고    scopus 로고
    • Optimal groundwater remediation design using an adaptive neural network genetic algorithm
    • S.Y. Yan B. Minsker Optimal groundwater remediation design using an adaptive neural network genetic algorithm Water Resour. Res. 42 5 2006 1 14 W05407
    • (2006) Water Resour. Res. , vol.42 , Issue.5 , pp. 1-14
    • Yan, S.Y.1    Minsker, B.2
  • 48
    • 0036866221 scopus 로고    scopus 로고
    • Stepwise response surface method and its application in reliability analysis of ship hull structure
    • L. Yu P.K. Dad Y. Zheng Stepwise response surface method and its application in reliability analysis of ship hull structure ASME J. Offshore Mech. Arctic Eng. 124 2002 226 230
    • (2002) ASME J. Offshore Mech. Arctic Eng. , vol.124 , pp. 226-230
    • Yu, L.1    Dad, P.K.2    Zheng, Y.3
  • 49
    • 85120260226 scopus 로고    scopus 로고
    • Zhang, Y., Pinder, G.F., Herrera, G.S., 2005. Least cost design of groundwater quality monitoring networks. Water Resour. Res. 41, doi:10.1029/2005WR003936 .


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