메뉴 건너뛰기




Volumn 27, Issue 12, 2003, Pages 1785-1800

Multi-objective optimization of an industrial fluidized-bed catalytic cracking unit (FCCU) using genetic algorithm (GA) with the jumping genes operator

Author keywords

FCC units; Fluidized bed catalytic crackers; Genetic algorithm; Jumping genes; Multi objective function optimization; Pareto sets; Transposons

Indexed keywords

BINARY CODES; CATALYTIC CRACKING; FLUIDIZED BEDS; GENETIC ALGORITHMS; MATHEMATICAL MODELS; OPERATIONS RESEARCH;

EID: 0242390999     PISSN: 00981354     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0098-1354(03)00153-4     Document Type: Article
Times cited : (212)

References (56)
  • 1
    • 0001523920 scopus 로고    scopus 로고
    • 5-Lump kinetic model for gas oil catalytic cracking
    • Ancheyta, J. J., Lopez, I. F., & Aguilar, R. E. (1999). 5-lump kinetic model for gas oil catalytic cracking. Applied Catalysis A 177, 227.
    • (1999) Applied Catalysis A , vol.177 , pp. 227
    • Ancheyta, J.J.1    Lopez, I.F.2    Aguilar, R.E.3
  • 4
    • 0025447096 scopus 로고
    • Development of catalytic cracking technology. A lesson in chemical reactor design
    • Avidan, A. A., & Shinnar, R. (1990). Development of catalytic cracking technology. A lesson in chemical reactor design. Industrial and Engineering Chemistry Research 29, 931.
    • (1990) Industrial and Engineering Chemistry Research , vol.29 , pp. 931
    • Avidan, A.A.1    Shinnar, R.2
  • 5
    • 0034083652 scopus 로고    scopus 로고
    • Applications of multiobjective optimization in chemical engineering
    • Bhaskar, V., Gupta, S. K., & Ray, A. K. (2000). Applications of multiobjective optimization in chemical engineering. Reviews in Chemical Engineering 16, 1.
    • (2000) Reviews in Chemical Engineering , vol.16 , pp. 1
    • Bhaskar, V.1    Gupta, S.K.2    Ray, A.K.3
  • 8
    • 0031631504 scopus 로고    scopus 로고
    • On-line optimization of a model IV fluid catalytic cracking unit
    • Chitnis, U. K., & Corripio, A. B. (1998). On-line optimization of a model IV fluid catalytic cracking unit. ISA Trans. 37, 215.
    • (1998) ISA Trans , vol.37 , pp. 215
    • Chitnis, U.K.1    Corripio, A.B.2
  • 9
    • 0242718550 scopus 로고    scopus 로고
    • A model suitable for rating and optimization of industrial FCC units
    • Dave, D., & Saraf, D. N. (2003). A model suitable for rating and optimization of industrial FCC units. Indian Chemical Engineer 45, 7.
    • (2003) Indian Chemical Engineer , vol.45 , pp. 7
    • Dave, D.1    Saraf, D.N.2
  • 16
    • 0024122009 scopus 로고
    • Multiple steady states in FCC unit operations
    • Edwards, W. M., & Kim, H. N. (1988). Multiple steady states in FCC unit operations. Chemical Engineering Science 43, 1825.
    • (1988) Chemical Engineering Science , vol.43 , pp. 1825
    • Edwards, W.M.1    Kim, H.N.2
  • 18
    • 0015586343 scopus 로고
    • Multiplicity of the steady state in fluidised bed reactors-I. Steady state considerations
    • Elnashaie, S., & Yates, J. G. (1973). Multiplicity of the steady state in fluidised bed reactors-I. Steady state considerations. Chemical Engineering Science 28, 515.
    • (1973) Chemical Engineering Science , vol.28 , pp. 515
    • Elnashaie, S.1    Yates, J.G.2
  • 19
    • 0018673107 scopus 로고
    • Multiplicity of the steady state in fluidized reactors-IV. Fluid catalytic cracker (FCC)
    • Elnashaie, S. S. E. H., & El-Hennawi, I. M. (1979). Multiplicity of the steady state in fluidized reactors-IV. Fluid catalytic cracker (FCC). Chemical Engineering Science 34, 1113.
    • (1979) Chemical Engineering Science , vol.34 , pp. 1113
    • Elnashaie, S.S.E.H.1    El-Hennawi, I.M.2
  • 20
    • 0000909690 scopus 로고
    • Multiplicity of steady states in fluidized bed reactors-V. The effect of catalyst decay
    • Elnashaie, S. S. E. H., & Elbialy, S. H. (1980). Multiplicity of steady states in fluidized bed reactors-V. The effect of catalyst decay. Chemical Engineering Science 35, 1357.
    • (1980) Chemical Engineering Science , vol.35 , pp. 1357
    • Elnashaie, S.S.E.H.1    Elbialy, S.H.2
  • 21
    • 0027545310 scopus 로고
    • Digital simulation of industrial fluid catalytic cracking units-IV. Static and dynamic bifurcation
    • Elnashaie, S. S. E. H., & Elshishini, S. S. (1993). Digital simulation of industrial fluid catalytic cracking units-IV. Static and dynamic bifurcation. Chemical Engineering Science 48, 567.
    • (1993) Chemical Engineering Science , vol.48 , pp. 567
    • Elnashaie, S.S.E.H.1    Elshishini, S.S.2
  • 22
    • 0000335098 scopus 로고
    • Digital simulation of industrial fluid catalytic cracking units-V. Static and dynamic bifurcation
    • Elnashaie, S. S. E. H., Abasaeed, A. E., & Elshishini, S. S. (1995). Digital simulation of industrial fluid catalytic cracking units-V. Static and dynamic bifurcation. Chemical Engineering Science 50, 1635.
    • (1995) Chemical Engineering Science , vol.50 , pp. 1635
    • Elnashaie, S.S.E.H.1    Abasaeed, A.E.2    Elshishini, S.S.3
  • 23
    • 0028992202 scopus 로고
    • Chaotic behaviour of fluidized-bed catalytic reactors with consecutive endothermic chemical reactions
    • Elnashaie, S. S. E. H., Abashar, M. E., & Teymour, F. A. (1995). Chaotic behaviour of fluidized-bed catalytic reactors with consecutive endothermic chemical reactions. Chemical Engineering Science 50, 49.
    • (1995) Chemical Engineering Science , vol.50 , pp. 49
    • Elnashaie, S.S.E.H.1    Abashar, M.E.2    Teymour, F.A.3
  • 24
    • 0025093677 scopus 로고
    • Digital simulation of industrial fluid catalytic cracking units: Bifurcation and its implications
    • Elshishini, S. S., & Elnashaie, S. S. E. H. (1990). Digital simulation of industrial fluid catalytic cracking units: bifurcation and its implications. Chemical Engineering Science 45, 553.
    • (1990) Chemical Engineering Science , vol.45 , pp. 553
    • Elshishini, S.S.1    Elnashaie, S.S.E.H.2
  • 26
    • 0029326675 scopus 로고
    • A comparison of evolutionary programming and genetic algorithms on selected constrained optimization problems
    • Fogel, D. B. (1995). A comparison of evolutionary programming and genetic algorithms on selected constrained optimization problems. Simulation 64, 397.
    • (1995) Simulation , vol.64 , pp. 397
    • Fogel, D.B.1
  • 27
    • 0001953837 scopus 로고
    • Genetic algorithms for multiobjective optimization: Formulation, discussion and generalization
    • San Mateo, CA: Morgan Kaufmann
    • Fonseca, C.M., & Fleming, P.J., Genetic algorithms for multiobjective optimization: formulation, discussion and generalization. In Proceedings of the Fifth International Conference on Genetic Algorithms, San Mateo, CA: Morgan Kaufmann, (1993). pp. 416-423.
    • (1993) Proceedings of the Fifth International Conference on Genetic Algorithms , pp. 416-423
    • Fonseca, C.M.1    Fleming, P.J.2
  • 31
    • 0014894018 scopus 로고
    • The dynamics and stability of a fluid catalytic cracker
    • Atlanta. Paper 23B
    • Iscol, L., The dynamics and stability of a fluid catalytic cracker. Proceedings of the American Control Conference, Atlanta; (1970). Paper 23B.
    • (1970) Proceedings of the American Control Conference
    • Iscol, L.1
  • 33
    • 0037130750 scopus 로고    scopus 로고
    • Multiobjective optimization of industrial FCC units using elitist nondominated sorting genetic algorithm
    • Kasat, R., Kunzru, D., Saraf, D. N., & Gupta, S. K. (2002). Multiobjective optimization of industrial FCC units using elitist nondominated sorting genetic algorithm. Industrial and Engineering Chemistry Research 41, 4765.
    • (2002) Industrial and Engineering Chemistry Research , vol.41 , pp. 4765
    • Kasat, R.1    Kunzru, D.2    Saraf, D.N.3    Gupta, S.K.4
  • 34
    • 0029411814 scopus 로고
    • Nonlinear process model based control and optimization of a model IV FCC unit
    • Khandalekar, P. D., & Riggs, J. B. (1995). Nonlinear process model based control and optimization of a model IV FCC unit. Computers and Chemical Engineering 19, 1153.
    • (1995) Computers and Chemical Engineering , vol.19 , pp. 1153
    • Khandalekar, P.D.1    Riggs, J.B.2
  • 36
    • 0034199912 scopus 로고    scopus 로고
    • Approximating the non-dominated front using the Pareto archived evolution strategy
    • Knowles, J. D., & Corne, D. W. (2000). Approximating the non-dominated front using the Pareto archived evolution strategy. Evolutionary Computation 8, 149.
    • (2000) Evolutionary Computation , vol.8 , pp. 149
    • Knowles, J.D.1    Corne, D.W.2
  • 37
    • 0022044537 scopus 로고
    • Modeling the regenerator in commercial fluid catalytic cracking units
    • Krishna, A. S., & Parkin, E. S. (1985). Modeling the regenerator in commercial fluid catalytic cracking units. Chemical Engineering Progress 81, 57.
    • (1985) Chemical Engineering Progress , vol.81 , pp. 57
    • Krishna, A.S.1    Parkin, E.S.2
  • 39
    • 84904913154 scopus 로고
    • A Variant of evolution strategies for vector optimization
    • Dortmund, Germany
    • Kursawe, F., A Variant of evolution strategies for vector optimization. In Parallel Problem Solving From Nature, I (PPSN-I), Dortmund, Germany, (1990), pp. 193-197.
    • (1990) Parallel Problem Solving from Nature, I (PPSN-I) , pp. 193-197
    • Kursawe, F.1
  • 40
    • 0024903415 scopus 로고
    • Adaptive optimizing control of multivariable constrained chemical processes. 1. Theoretical development
    • McFarlane, R. C., & Bacon, D. W. (1989). Adaptive optimizing control of multivariable constrained chemical processes. 1. Theoretical development. Industrial and Engineering Chemistry Research 28, 1828.
    • (1989) Industrial and Engineering Chemistry Research , vol.28 , pp. 1828
    • McFarlane, R.C.1    Bacon, D.W.2
  • 41
    • 0003822773 scopus 로고
    • The discovery and characterization of transposable elements
    • New York: Garland
    • McKlintock, B., The discovery and characterization of transposable elements, In The Collected Papers of Barbara McClintock, New York: Garland, (1987).
    • (1987) The Collected Papers of Barbara McClintock
    • McKlintock, B.1
  • 44
    • 0029388566 scopus 로고
    • A new method to solve generalized multicriteria optimization problems using the simple genetic algorithm
    • Osyczka, A., & Kundu, S. (1995). A new method to solve generalized multicriteria optimization problems using the simple genetic algorithm. Structural Optimization 10, 94.
    • (1995) Structural Optimization , vol.10 , pp. 94
    • Osyczka, A.1    Kundu, S.2
  • 49
    • 0000852513 scopus 로고
    • Multiobjective optimization using nondominated sorting in genetic algorithms
    • Srinivas, N., & Deb, K. (1994). Multiobjective optimization using nondominated sorting in genetic algorithms. Evolutionary Computation 2, 221.
    • (1994) Evolutionary Computation , vol.2 , pp. 221
    • Srinivas, N.1    Deb, K.2
  • 54
    • 0034599812 scopus 로고    scopus 로고
    • Optimizing operating conditions based on ANN and modified GAs
    • Zhao, W., Chen, D., & Hu, S. (2000). Optimizing operating conditions based on ANN and modified GAs. Computers and Chemical Engineering 24, 61.
    • (2000) Computers and Chemical Engineering , vol.24 , pp. 61
    • Zhao, W.1    Chen, D.2    Hu, S.3
  • 55
    • 0003482370 scopus 로고    scopus 로고
    • An evolutionary algorithm for multiobjective optimization: The strength Pareto approach
    • Swiss Federal Institute of Technology, Zurich, Switzerland
    • Zitzler, E., & Thiele, L., An evolutionary algorithm for multiobjective optimization: The strength Pareto approach. Technical Report 43, Swiss Federal Institute of Technology, Zurich, Switzerland, (1998).
    • (1998) Technical Report 43
    • Zitzler, E.1    Thiele, L.2
  • 56
    • 0034199979 scopus 로고    scopus 로고
    • Comparison of multiobjective evolutionary algorithms: Empirical results
    • Zitzler, E., Deb, K., & Thiele, L. (2000). Comparison of multiobjective evolutionary algorithms: Empirical results. Evolutionary Computation 8, 173.
    • (2000) Evolutionary Computation , vol.8 , pp. 173
    • Zitzler, E.1    Deb, K.2    Thiele, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.