메뉴 건너뛰기




Volumn 61, Issue 7, 2015, Pages 2169-2187

Rigorous design of distillation columns using surrogate models based on Kriging interpolation

Author keywords

Design (distillation columns); Kriging algorithm; Mathematical modeling; Optimization; Simulation

Indexed keywords

DISTILLATION; INTEGER PROGRAMMING; INTERPOLATION; MATHEMATICAL MODELS; NONLINEAR PROGRAMMING; OPTIMIZATION;

EID: 84931574011     PISSN: 00011541     EISSN: 15475905     Source Type: Journal    
DOI: 10.1002/aic.14798     Document Type: Article
Times cited : (73)

References (86)
  • 3
    • 84883610459 scopus 로고    scopus 로고
    • Multi-Scale Optimization for Process Systems Engineering
    • Biegler LT, Lang Y, Lin W. Multi-Scale Optimization for Process Systems Engineering. Comput Chem Eng. 2014;60(10):17-30.
    • (2014) Comput Chem Eng. , vol.60 , Issue.10 , pp. 17-30
    • Biegler, L.T.1    Lang, Y.2    Lin, W.3
  • 6
    • 34248346299 scopus 로고    scopus 로고
    • Review of Metamodeling Techniques in Support of Engineering Design Optimization
    • Wang G, Shan S. Review of Metamodeling Techniques in Support of Engineering Design Optimization. J Mech Des. 2006. 129: p. 370-380.
    • (2006) J Mech Des. , vol.129 , pp. 370-380
    • Wang, G.1    Shan, S.2
  • 7
    • 54949115791 scopus 로고    scopus 로고
    • An algorithm for the use of surrogate models in modular flowsheet optimization
    • Caballero JA, Grossmann IE. An algorithm for the use of surrogate models in modular flowsheet optimization. AIChE J. 2008;54(10):2633-2650.
    • (2008) AIChE J. , vol.54 , Issue.10 , pp. 2633-2650
    • Caballero, J.A.1    Grossmann, I.E.2
  • 8
    • 79954469725 scopus 로고    scopus 로고
    • Surrogate-based superstructure optimization framework
    • Henao CA, Maravelias CT. Surrogate-based superstructure optimization framework. AIChE J. 2011;57(5): 1216-1232.
    • (2011) AIChE J. , vol.57 , Issue.5 , pp. 1216- 1232
    • Henao, C.A.1    Maravelias, C.T.2
  • 9
    • 34547691033 scopus 로고    scopus 로고
    • A kriging method for the solution of nonlinear programs with black-box functions
    • Davis E, Ierapetritou M. A kriging method for the solution of nonlinear programs with black-box functions. AIChE J. 2007;53(8): 2001-2012.
    • (2007) AIChE J. , vol.53 , Issue.8 , pp. 2001- 2012
    • Davis, E.1    Ierapetritou, M.2
  • 10
    • 29144523061 scopus 로고    scopus 로고
    • On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming
    • Wächter A, Biegler LT. On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming. Math Program. 2006;106(1): 25-57.
    • (2006) Math Program. , vol.106 , Issue.1 , pp. 25- 57
    • Wächter, A.1    Biegler, L.T.2
  • 11
    • 77649298093 scopus 로고    scopus 로고
    • Interfacing IPOPT with Aspen open solvers and CAPE-OPEN
    • Amsterdam, The Netherlands: Elsevier
    • Chen W, Shao Z, Qian J. Interfacing IPOPT with Aspen open solvers and CAPE-OPEN, In: International Symposium on Process Systems Engineering. Amsterdam, The Netherlands: Elsevier. 2009:201-206.
    • (2009) International Symposium on Process Systems Engineering , pp. 201-206
    • Chen, W.1    Shao, Z.2    Qian, J.3
  • 12
    • 52749094249 scopus 로고    scopus 로고
    • Rigorous flowsheet optimization using process simulators and surrogate models
    • Bertrand B, Xavier J, editors. Amsterdam, The Netherlands: Elsevier
    • Caballero JA, Grossmann IE. Rigorous flowsheet optimization using process simulators and surrogate models. In: Bertrand B, Xavier J, editors. Computer Aided Chemical Engineering. Amsterdam, The Netherlands: Elsevier, 2008:551-556.
    • (2008) Computer Aided Chemical Engineering , pp. 551-556
    • Caballero, J.A.1    Grossmann, I.E.2
  • 13
    • 84879693300 scopus 로고    scopus 로고
    • Derivative-free optimization: a review of algorithms and comparison of software implementations
    • Rios L, Sahinidis N. Derivative-free optimization: a review of algorithms and comparison of software implementations. J Glob Optim. 2013;56(3): 1247-1293.
    • (2013) J Glob Optim. , vol.56 , Issue.3 , pp. 1247- 1293
    • Rios, L.1    Sahinidis, N.2
  • 14
    • 0000561424 scopus 로고    scopus 로고
    • Efficient global optimization of expensive black-box functions
    • Jones DR, Schonlau M, Welch WJ. Efficient global optimization of expensive black-box functions. J Glob Optim. 1998;13(4): 455-492.
    • (1998) J Glob Optim. , vol.13 , Issue.4 , pp. 455- 492
    • Jones, D.R.1    Schonlau, M.2    Welch, W.J.3
  • 15
    • 84899948547 scopus 로고    scopus 로고
    • Learning surrogate models for simulation-based optimization
    • Cozad A, Sahinidis NV, Miller DC. Learning surrogate models for simulation-based optimization. AIChE J. 2014;60(6): 2211-2227.
    • (2014) AIChE J. , vol.60 , Issue.6 , pp. 2211- 2227
    • Cozad, A.1    Sahinidis, N.V.2    Miller, D.C.3
  • 16
    • 0036772052 scopus 로고    scopus 로고
    • Metamodeling approach to optimization of steady-state flowsheet simulations: model generation
    • Palmer K, Realff M. Metamodeling approach to optimization of steady-state flowsheet simulations: model generation. Chem Eng Res Des. 2002;80(7): 760-772.
    • (2002) Chem Eng Res Des. , vol.80 , Issue.7 , pp. 760- 772
    • Palmer, K.1    Realff, M.2
  • 18
    • 0002432565 scopus 로고
    • Multivariate adaptive regression splines
    • Friedman JH. Multivariate adaptive regression splines. Ann Stat. 1991;19(1):1-141.
    • (1991) Ann Stat. , vol.19 , Issue.1 , pp. 1-141
    • Friedman, J.H.1
  • 19
    • 0034372481 scopus 로고    scopus 로고
    • Applications of artificial neural networks in chemical engineering
    • Himmelblau DM. Applications of artificial neural networks in chemical engineering. Korean J Chem Eng. 2000;17(4):373-392.
    • (2000) Korean J Chem Eng. , vol.17 , Issue.4 , pp. 373-392
    • Himmelblau, D.M.1
  • 20
    • 0016355478 scopus 로고    scopus 로고
    • A new look at the statistical model identification
    • (reprinted 2003)
    • Akaike H. A new look at the statistical model identification. IEEE Trans Automatic Control 1974 (reprinted 2003);19(6):716-723.
    • IEEE Trans Automatic Control 1974 , vol.19 , Issue.6 , pp. 716-723
    • Akaike, H.1
  • 21
    • 51649116012 scopus 로고    scopus 로고
    • Kriging metamodeling in simulation: a review
    • Kleijnen JPC. Kriging metamodeling in simulation: a review. Eur J Oper Res. 2009;192(3):707-716.
    • (2009) Eur J Oper Res. , vol.192 , Issue.3 , pp. 707-716
    • Kleijnen, J.P.C.1
  • 22
    • 33644791173 scopus 로고    scopus 로고
    • Global Optimization of Stochastic Black-Box Systems via Sequential Kriging Meta-Models
    • Huang D, Allen TT, Notz WI, Zeng N Global Optimization of Stochastic Black-Box Systems via Sequential Kriging Meta-Models. J Glob Optim. 2006;34(3):441-466.
    • (2006) J Glob Optim. , vol.34 , Issue.3 , pp. 441-466
    • Huang, D.1    Allen, T.T.2    Notz, W.I.3    Zeng, N.4
  • 23
    • 0002518309 scopus 로고
    • Optimum design of plate distillation columns
    • Dixon LWC, Editor. London: Academic Press
    • Sargent RWH, Gaminibandara K. Optimum design of plate distillation columns. In: Dixon LWC, Editor. Optimization in Action. London: Academic Press, 1976:267.
    • (1976) Optimization in Action , pp. 267
    • Sargent, R.W.H.1    Gaminibandara, K.2
  • 24
    • 0027697225 scopus 로고
    • Optimal feed locations and number of trays for distillation-columns with multiple feeds
    • Viswanathan J, Grossmann IE. Optimal feed locations and number of trays for distillation-columns with multiple feeds. Ind Eng Chem Res. 1993;32(11):2942-2949.
    • (1993) Ind Eng Chem Res. , vol.32 , Issue.11 , pp. 2942-2949
    • Viswanathan, J.1    Grossmann, I.E.2
  • 25
    • 0027657712 scopus 로고
    • An alternate MINLP model for finding the number of trays required for a specified separation objective
    • Viswanathan J, Grossmann IE. An alternate MINLP model for finding the number of trays required for a specified separation objective. Comput Chem Eng. 1993;17(9):949-955.
    • (1993) Comput Chem Eng. , vol.17 , Issue.9 , pp. 949-955
    • Viswanathan, J.1    Grossmann, I.E.2
  • 26
    • 0034332856 scopus 로고    scopus 로고
    • Optimal design of complex distillation columns using rigorous tray-by-tray disjunctive programming models
    • Yeomans H, Grossmann IE. Optimal design of complex distillation columns using rigorous tray-by-tray disjunctive programming models. Ind Eng Chem Res. 2000;39(11):4326-4335.
    • (2000) Ind Eng Chem Res. , vol.39 , Issue.11 , pp. 4326-4335
    • Yeomans, H.1    Grossmann, I.E.2
  • 27
    • 0034099586 scopus 로고    scopus 로고
    • Disjunctive programming models for the optimal design of distillation columns and separation sequences
    • Yeomans H, Grossmann IE. Disjunctive programming models for the optimal design of distillation columns and separation sequences. Ind Eng Chem Res. 2000;39(6):1637-1648.
    • (2000) Ind Eng Chem Res. , vol.39 , Issue.6 , pp. 1637-1648
    • Yeomans, H.1    Grossmann, I.E.2
  • 28
    • 0037443161 scopus 로고    scopus 로고
    • Alternative representations and formulations for the economic optimization of multicomponent distillation columns
    • Barttfeld M, Aguirre PA, Grossmann IE. Alternative representations and formulations for the economic optimization of multicomponent distillation columns. Comput Chem Eng. 2003;27(3):363-383.
    • (2003) Comput Chem Eng. , vol.27 , Issue.3 , pp. 363-383
    • Barttfeld, M.1    Aguirre, P.A.2    Grossmann, I.E.3
  • 29
    • 0037120855 scopus 로고    scopus 로고
    • Optimal synthesis of multicomponent zeotropic distillation processes. 1. Preprocessing phase and rigorous optimization for a single unit
    • Barttfeld M, Aguirre PA. Optimal synthesis of multicomponent zeotropic distillation processes. 1. Preprocessing phase and rigorous optimization for a single unit. Ind Eng Chem Res. 2002;41(21):5298-5307.
    • (2002) Ind Eng Chem Res. , vol.41 , Issue.21 , pp. 5298-5307
    • Barttfeld, M.1    Aguirre, P.A.2
  • 30
    • 0037999882 scopus 로고    scopus 로고
    • Optimal synthesis of multicomponent zeotropic distillation processes. 2. Preprocessing phase and rigorous optimization of efficient sequences
    • Barttfeld M, Aguirre PA. Optimal synthesis of multicomponent zeotropic distillation processes. 2. Preprocessing phase and rigorous optimization of efficient sequences. Ind Eng Chem Res. 2003;42(14):3441-3457.
    • (2003) Ind Eng Chem Res. , vol.42 , Issue.14 , pp. 3441-3457
    • Barttfeld, M.1    Aguirre, P.A.2
  • 31
    • 40849116516 scopus 로고    scopus 로고
    • An efficient solution method for the MINLP optimization of chemical processes
    • Kraemer K, Kossack S, Marquardt W. An efficient solution method for the MINLP optimization of chemical processes. Comput Aided Chem Eng. 2007;24:105-110.
    • (2007) Comput Aided Chem Eng. , vol.24 , pp. 105-110
    • Kraemer, K.1    Kossack, S.2    Marquardt, W.3
  • 32
    • 84868665694 scopus 로고    scopus 로고
    • Heat-integrated distillation columns: vapor recompression or internal heat integration?
    • Harwardt A, Marquardt W. Heat-integrated distillation columns: vapor recompression or internal heat integration? AIChE J. 2012;58(12):3740-3750.
    • (2012) AIChE J , vol.58 , Issue.12 , pp. 3740-3750
    • Harwardt, A.1    Marquardt, W.2
  • 33
    • 0033031991 scopus 로고    scopus 로고
    • Optimal design of thermally coupled distillation columns
    • Dunnebier G, Pantelides CC. Optimal design of thermally coupled distillation columns. Ind Eng Chem Res. 1999;38(1):162-176.
    • (1999) Ind Eng Chem Res. , vol.38 , Issue.1 , pp. 162-176
    • Dunnebier, G.1    Pantelides, C.C.2
  • 34
    • 0029657080 scopus 로고    scopus 로고
    • Superstructures for the mixed integer optimization of nonideal and azeotropic distillation processes
    • Bauer MH, Stichlmair J. Superstructures for the mixed integer optimization of nonideal and azeotropic distillation processes. Comput Chem Eng. 1996;20:S25-S30.
    • (1996) Comput Chem Eng. , vol.20 , pp. S25-S30
    • Bauer, M.H.1    Stichlmair, J.2
  • 35
    • 0032552248 scopus 로고    scopus 로고
    • Design and economic optimization of azeotropic distillation processes using mixed-integer nonlinear programming
    • Bauer MH, Stichlmair J. Design and economic optimization of azeotropic distillation processes using mixed-integer nonlinear programming. Comput Chem Eng. 1998;22(9):1271-1286.
    • (1998) Comput Chem Eng. , vol.22 , Issue.9 , pp. 1271-1286
    • Bauer, M.H.1    Stichlmair, J.2
  • 36
    • 4143094617 scopus 로고    scopus 로고
    • A decomposition method for synthesizing complex column configurations using tray-by-tray GDP models
    • Barttfield M, Aguirre PA, Grossmann IE. A decomposition method for synthesizing complex column configurations using tray-by-tray GDP models. Comput Chem Eng. 2004;28(11):2165-2188.
    • (2004) Comput Chem Eng. , vol.28 , Issue.11 , pp. 2165-2188
    • Barttfield, M.1    Aguirre, P.A.2    Grossmann, I.E.3
  • 37
    • 0028499335 scopus 로고
    • Synthesis of nonequilibrium reactive distillation processes by MINLP optimization
    • Ciric AR, Gu D. Synthesis of nonequilibrium reactive distillation processes by MINLP optimization. AIChE J. 1994;40(9):1479-1487.
    • (1994) AIChE J. , vol.40 , Issue.9 , pp. 1479-1487
    • Ciric, A.R.1    Gu, D.2
  • 38
    • 0035891537 scopus 로고    scopus 로고
    • A disjunctive programming approach for the optimal design of reactive distillation columns
    • Jackson JR, Grossmann IE. A disjunctive programming approach for the optimal design of reactive distillation columns. Comput Chem Eng. 2001;25(11-12):1661-1673.
    • (2001) Comput Chem Eng. , vol.25 , Issue.11-12 , pp. 1661-1673
    • Jackson, J.R.1    Grossmann, I.E.2
  • 39
    • 0036509473 scopus 로고    scopus 로고
    • Distributed stream method for tray optimization
    • Lang YD, Biegler LT. Distributed stream method for tray optimization. AIChE J. 2002;48(3):582-595.
    • (2002) AIChE J. , vol.48 , Issue.3 , pp. 582-595
    • Lang, Y.D.1    Biegler, L.T.2
  • 40
    • 24144496241 scopus 로고    scopus 로고
    • Rigorous design of distillation columns: integration of disjunctive programming and process simulators
    • Caballero JA, Milán-Yañez D, Grossmann IE. Rigorous design of distillation columns: integration of disjunctive programming and process simulators. Ind Eng Chem Res. 2005;44(17):6760-6775.
    • (2005) Ind Eng Chem Res. , vol.44 , Issue.17 , pp. 6760-6775
    • Caballero, J.A.1    Milán-Yañez, D.2    Grossmann, I.E.3
  • 41
    • 84908270632 scopus 로고    scopus 로고
    • Logic hybrid simulation-optimization algorithm for distillation design
    • Caballero JA. Logic hybrid simulation-optimization algorithm for distillation design. Compu Chem Engi. 2015;72:284-299.
    • (2015) Compu Chem Engi. , vol.72 , pp. 284-299
    • Caballero, J.A.1
  • 43
    • 84972517827 scopus 로고
    • Design and analysis of computer experiments
    • Sacks J, Welch WJ, Toby JM, Wynn HP Design and analysis of computer experiments. Stat Sci. 1989;4(4):409-423.
    • (1989) Stat Sci. , vol.4 , Issue.4 , pp. 409-423
    • Sacks, J.1    WJ, W.2    JM, T.3    HP, W.4
  • 45
    • 0035577808 scopus 로고    scopus 로고
    • A taxonomy of global optimization methods based on response surfaces
    • Jones DR. A taxonomy of global optimization methods based on response surfaces. J Glob Optim. 2001;21(4):345-383.
    • (2001) J Glob Optim. , vol.21 , Issue.4 , pp. 345-383
    • Jones, D.R.1
  • 46
    • 84931574300 scopus 로고    scopus 로고
    • Optimization with variable-fidelity models applied to wing design in 38th Aerospaces Sciences Meeting & Exibit
    • AIAA Paper 2000-0841
    • Alexandrov NM, et al. Optimization with variable-fidelity models applied to wing design in 38th Aerospaces Sciences Meeting & Exibit. AIAA Paper 2000-0841. 2000.
    • (2000)
    • Alexandrov, N.M.1
  • 47
    • 0004244511 scopus 로고    scopus 로고
    • Introduction to applied optimization
    • Pardalos PM, Hearn DW, editors. Dordrecht: Kluwer Academic Publishers
    • Diwekar U. Introduction to applied optimization. In: Pardalos PM, Hearn DW, editors. Applied Optimization. Dordrecht: Kluwer Academic Publishers. 2003:335.
    • (2003) Applied Optimization , pp. 335
    • Diwekar, U.1
  • 48
    • 0000885872 scopus 로고
    • An approach to sensitivity analysis of computer models, Part 1. Introduction, input variable selection and preliminary variable assestment
    • Iman RL, Helton JC, Camobell JE. An approach to sensitivity analysis of computer models, Part 1. Introduction, input variable selection and preliminary variable assestment. J Quality Technol. 1981;13(3):174-183.
    • (1981) J Quality Technol. , vol.13 , Issue.3 , pp. 174-183
    • Iman, R.L.1    Helton, J.C.2    Camobell, J.E.3
  • 49
    • 0018468345 scopus 로고
    • A comparison of three methods for selecting values of input variables in the analysis of output from a computer code
    • McKay MD, Conover WJ, Beckman RJ. A comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics 1979;21(2):239-245.
    • (1979) Technometrics , vol.21 , Issue.2 , pp. 239-245
    • McKay, M.D.1    Conover, W.J.2    Beckman, R.J.3
  • 50
    • 54949154693 scopus 로고    scopus 로고
    • An efficient sampling technique for off-line quality control
    • Kalagnanan JR, Diwekar U. An efficient sampling technique for off-line quality control. Technometrics. 1997;21(2):239.
    • (1997) Technometrics. , vol.21 , Issue.2 , pp. 239
    • Kalagnanan, J.R.1    Diwekar, U.2
  • 54
    • 84931570725 scopus 로고    scopus 로고
    • Hyprotech Ltd
    • Hyprotech Ltd. HYSYS. Hyprotech Ltd, 1995-2002.
    • HYSYS , pp. 1995-2002
  • 56
    • 0036433588 scopus 로고    scopus 로고
    • SNOPT: an SQP algorithm for large-scale constrained optimization
    • Gill WPE, Murray W, Saunders MA. SNOPT: an SQP algorithm for large-scale constrained optimization. SIAM J Optim. 2002;47(1):979-1006.
    • (2002) SIAM J Optim. , vol.47 , Issue.1 , pp. 979-1006
    • Gill, W.P.E.1    Murray, W.2    Saunders, M.A.3
  • 57
    • 0002370361 scopus 로고    scopus 로고
    • The Tomlab Optimization Environment in Matlab
    • Holmström K. The Tomlab Optimization Environment in Matlab. Adv Model Optim. 1999;1:47-69.
    • (1999) Adv Model Optim. , vol.1 , pp. 47-69
    • Holmström, K.1
  • 58
    • 84931560816 scopus 로고    scopus 로고
    • Natick, MA: The Mathworks, Inc. null
    • The Mathworks, Inc. Matlab 8.3. Natick, MA: The Mathworks, Inc. null, 2014.
    • (2014) Matlab 8.3
  • 59
    • 0000318768 scopus 로고    scopus 로고
    • BARON: A general purpose global optimization software package
    • Sahinidis NV. BARON: A general purpose global optimization software package. J Glob Optim. 1996;8(2):201-205.
    • (1996) J Glob Optim. , vol.8 , Issue.2 , pp. 201-205
    • Sahinidis, N.V.1
  • 60
    • 44249086028 scopus 로고    scopus 로고
    • Washington, DC: GAMS Development Corporation
    • Rosenthal RE. GAMS-A User's Guide. Washington, DC: GAMS Development Corporation, 2012.
    • (2012) GAMS-A User's Guide
    • Rosenthal, R.E.1
  • 61
    • 0032467809 scopus 로고    scopus 로고
    • More operable arrangements of fully thermally coupled distillation columns
    • Agrawal R, Fidkowski ZT. More operable arrangements of fully thermally coupled distillation columns. AIChE J. 1998;44(11):2565-2568.
    • (1998) AIChE J. , vol.44 , Issue.11 , pp. 2565-2568
    • Agrawal, R.1    Fidkowski, Z.T.2
  • 62
    • 0035689332 scopus 로고    scopus 로고
    • Multicomponent thermally coupled systems of distillation columns at minimum reflux
    • Fidkowski ZT, Agrawal R. Multicomponent thermally coupled systems of distillation columns at minimum reflux. AIChE J. 2001;47(12):2713-2724.
    • (2001) AIChE J. , vol.47 , Issue.12 , pp. 2713-2724
    • Fidkowski, Z.T.1    Agrawal, R.2
  • 63
    • 0037419639 scopus 로고    scopus 로고
    • Minimum energy consumption in multicomponent distillation. 2. Three-product Petlyuk arrangements
    • Halvorsen IJ, Skogestad S. Minimum energy consumption in multicomponent distillation. 2. Three-product Petlyuk arrangements. Ind Eng Chem Res. 2003;42(3):605-615.
    • (2003) Ind Eng Chem Res. , vol.42 , Issue.3 , pp. 605-615
    • Halvorsen, I.J.1    Skogestad, S.2
  • 64
    • 0037419644 scopus 로고    scopus 로고
    • Minimum energy consumption in multicomponent distillation. 3. More than three products and generalized Petlyuk arrangements
    • Halvorsen IJ, Skogestad S. Minimum energy consumption in multicomponent distillation. 3. More than three products and generalized Petlyuk arrangements. Ind Eng Chem Res. 2003;42(3):616-629.
    • (2003) Ind Eng Chem Res. , vol.42 , Issue.3 , pp. 616-629
    • Halvorsen, I.J.1    Skogestad, S.2
  • 65
    • 0029310909 scopus 로고
    • Operation of integrated 3-product (petlyuk) distillation-columns
    • Wolff EA, Skogestad S. Operation of integrated 3-product (petlyuk) distillation-columns. Ind Eng Chem Res. 1995;34(6):2094-2103.
    • (1995) Ind Eng Chem Res. , vol.34 , Issue.6 , pp. 2094-2103
    • Wolff, E.A.1    Skogestad, S.2
  • 66
    • 0000054231 scopus 로고
    • Thermodynamically optimal method for separating multicomponent mixtures
    • Petlyuk FB, Platonov VM, Slavinsk DM. Thermodynamically optimal method for separating multicomponent mixtures. Int Chem Eng. 1965;5(3):555.
    • (1965) Int Chem Eng. , vol.5 , Issue.3 , pp. 555
    • Petlyuk, F.B.1    Platonov, V.M.2    Slavinsk, D.M.3
  • 67
    • 0030111669 scopus 로고    scopus 로고
    • Synthesis of distillation column configurations for a multicomponent separation
    • Agrawal R. Synthesis of distillation column configurations for a multicomponent separation. Ind Eng Chem Res. 1996;35(4):1059-1071.
    • (1996) Ind Eng Chem Res. , vol.35 , Issue.4 , pp. 1059-1071
    • Agrawal, R.1
  • 68
    • 71649089440 scopus 로고    scopus 로고
    • Synthesis of distillation configurations: I. Characteristics of a good search space
    • Giridhar A, Agrawal R. Synthesis of distillation configurations: I. Characteristics of a good search space. Comput Chem Eng. 2010;34(1):73.
    • (2010) Comput Chem Eng. , vol.34 , Issue.1 , pp. 73
    • Giridhar, A.1    Agrawal, R.2
  • 69
    • 77955342208 scopus 로고    scopus 로고
    • A matrix method for multicomponent distillation sequences
    • Shah VH, Agrawal R. A matrix method for multicomponent distillation sequences. AIChE J. 2010;56(7):1759-1775.
    • (2010) AIChE J. , vol.56 , Issue.7 , pp. 1759-1775
    • Shah, V.H.1    Agrawal, R.2
  • 70
    • 0035897468 scopus 로고    scopus 로고
    • Generalized disjunctive programming model for the optimal synthesis of thermally linked distillation columns
    • Caballero JA, Grossmann IE. Generalized disjunctive programming model for the optimal synthesis of thermally linked distillation columns. Ind Eng Chem Res. 2001;40(10):2260-2274.
    • (2001) Ind Eng Chem Res. , vol.40 , Issue.10 , pp. 2260-2274
    • Caballero, J.A.1    Grossmann, I.E.2
  • 71
    • 4143122018 scopus 로고    scopus 로고
    • Design of distillation sequences: from conventional to fully thermally coupled distillation systems
    • Caballero JA, Grossmann IE. Design of distillation sequences: from conventional to fully thermally coupled distillation systems. Comput Chem Eng. 2004;28(11):2307-2329.
    • (2004) Comput Chem Eng. , vol.28 , Issue.11 , pp. 2307-2329
    • Caballero, J.A.1    Grossmann, I.E.2
  • 72
    • 79958787910 scopus 로고    scopus 로고
    • Logic-sequential approach to the synthesis of complex thermally coupled distillation systems
    • Pistikopoulos MCGEN, Kokossis AC, editors. Elsevier
    • Caballero JA, Grossmann IE. Logic-sequential approach to the synthesis of complex thermally coupled distillation systems. In: Pistikopoulos MCGEN, Kokossis AC, editors. Computer Aided Chemical Engineering. Elsevier, 2011:211-215.
    • (2011) Computer Aided Chemical Engineering , pp. 211-215
    • Caballero, J.A.1    Grossmann, I.E.2
  • 73
    • 84875370159 scopus 로고    scopus 로고
    • Synthesis of complex thermally coupled distillation systems including divided wall columns
    • Caballero JA, Grossmann IE. Synthesis of complex thermally coupled distillation systems including divided wall columns. AIChE J. 2013;59(4):1139-1159.
    • (2013) AIChE J. , vol.59 , Issue.4 , pp. 1139-1159
    • Caballero, J.A.1    Grossmann, I.E.2
  • 74
    • 84888418994 scopus 로고    scopus 로고
    • Optimal synthesis of thermally coupled distillation sequences using a novel MILP approach
    • Caballero JA, Grossmann IE. Optimal synthesis of thermally coupled distillation sequences using a novel MILP approach. Comput Chem Eng. 2014;61:118-135.
    • (2014) Comput Chem Eng. , vol.61 , pp. 118-135
    • Caballero, J.A.1    Grossmann, I.E.2
  • 75
    • 0024731722 scopus 로고
    • Temperature heat diagrams for complex columns.3. Underwoods method for the petlyuk configuration
    • Carlberg NA, Westerberg AW. Temperature heat diagrams for complex columns.3. Underwoods method for the petlyuk configuration. Ind Eng Chem Res. 1989;28(9):1386-1397.
    • (1989) Ind Eng Chem Res. , vol.28 , Issue.9 , pp. 1386-1397
    • Carlberg, N.A.1    Westerberg, A.W.2
  • 76
    • 82055191645 scopus 로고    scopus 로고
    • Strategies for the robust simulation of thermally coupled distillation sequences
    • Navarro MA, et al. Strategies for the robust simulation of thermally coupled distillation sequences. Comput Chem Eng. 2012;36(1):149-159.
    • (2012) Comput Chem Eng. , vol.36 , Issue.1 , pp. 149-159
    • Navarro, M.A.1
  • 77
    • 0023324905 scopus 로고
    • Minimum energy-requirements of thermally coupled distillation systems
    • Fidkowski Z, Krolikowski L. Minimum energy-requirements of thermally coupled distillation systems. AIChE J. 1987;33(4):643-653.
    • (1987) AIChE J. , vol.33 , Issue.4 , pp. 643-653
    • Fidkowski, Z.1    Krolikowski, L.2
  • 78
    • 84931583254 scopus 로고
    • Fractionation Apparatus
    • Wright RO, Inventor. Fractionation Apparatus. US Patent 2471134 A, 1949.
    • (1949) Inventor
    • Wright, R.O.1
  • 79
    • 0026833209 scopus 로고
    • The design and optimization of fully thermally coupled distillation-columns
    • Triantafyllou C, Smith R. The design and optimization of fully thermally coupled distillation-columns. Chem Eng Res Des. 1992;70(2):118-132.
    • (1992) Chem Eng Res Des. , vol.70 , Issue.2 , pp. 118-132
    • Triantafyllou, C.1    Smith, R.2
  • 80
    • 0035482021 scopus 로고    scopus 로고
    • Design and optimization of fully thermally coupled distillation columns part 1: Preliminary design and optimization methodology
    • Amminudin KA, et al. Design and optimization of fully thermally coupled distillation columns part 1: Preliminary design and optimization methodology. Chem Eng Res Des. 2001;79(A7):701-715.
    • (2001) Chem Eng Res Des. , vol.79 , Issue.A7 , pp. 701-715
    • Amminudin, K.A.1
  • 81
    • 0036496758 scopus 로고    scopus 로고
    • Development of dividing wall distillation column design space for a specified separation
    • Muralikrishna K, Madhavan KP, Shah SS. Development of dividing wall distillation column design space for a specified separation. Chem Eng Res Des. 2002;80(A2):155-166.
    • (2002) Chem Eng Res Des. , vol.80 , pp. 155-166
    • Muralikrishna, K.1    Madhavan, K.P.2    Shah, S.S.3
  • 82
    • 0037190952 scopus 로고    scopus 로고
    • Rigorous design of extended fully thermally coupled distillation columns
    • Kim YH. Rigorous design of extended fully thermally coupled distillation columns. Chem Eng J. 2002;89(1-3):89.
    • (2002) Chem Eng J. , vol.89 , Issue.1-3 , pp. 89
    • Kim, Y.H.1
  • 83
    • 47749119950 scopus 로고    scopus 로고
    • Effect of solvent on controllability in extractive distillation
    • Luyben WL. Effect of solvent on controllability in extractive distillation. Ind Eng Chem Res. 2008;47(13):4425-4439.
    • (2008) Ind Eng Chem Res. , vol.47 , Issue.13 , pp. 4425-4439
    • Luyben, W.L.1
  • 84
    • 0025443760 scopus 로고
    • Synthesis of general distillation sequences-nonsharp separations
    • Aggarwal A, Floudas CA. Synthesis of general distillation sequences-nonsharp separations. Comput Chem Eng. 1990;14(6):631-653.
    • (1990) Comput Chem Eng. , vol.14 , Issue.6 , pp. 631-653
    • Aggarwal, A.1    Floudas, C.A.2
  • 85
    • 84876345262 scopus 로고    scopus 로고
    • Generalized disjunctive programming: a framework for formulation and alternative algorithms for MINLP optimization
    • Lee J, Leyffer S, editors. New York: Springer
    • Grossmann IE, Ruiz JP. Generalized disjunctive programming: a framework for formulation and alternative algorithms for MINLP optimization. In: Lee J, Leyffer S, editors. Mixed Integer Nonlinear Programming. New York: Springer, 2012:93-115.
    • (2012) Mixed Integer Nonlinear Programming , pp. 93-115
    • Grossmann, I.E.1    Ruiz, J.P.2
  • 86
    • 84881468168 scopus 로고    scopus 로고
    • NGL demethanizer control
    • Luyben WL. NGL demethanizer control. Ind Eng Chem Res. 2013;52(33):11626-11638.
    • (2013) Ind Eng Chem Res. , vol.52 , Issue.33 , pp. 11626-11638
    • Luyben, W.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.