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Volumn 62, Issue 14, 2007, Pages 3720-3739

Differential evolution strategies for optimal design of shell-and-tube heat exchangers

Author keywords

Bell's method; DE strategies; Differential evolution; Evolutionary computation; Genetic algorithms; Heat exchanger design; Optimization; Shell and tube heat exchanger

Indexed keywords

GENETIC ALGORITHMS; HEAT TRANSFER; OPTIMIZATION; PARAMETER ESTIMATION;

EID: 34249852438     PISSN: 00092509     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ces.2007.03.039     Document Type: Article
Times cited : (218)

References (62)
  • 1
    • 0024663931 scopus 로고
    • A distributed implementation of simulated annealing for the traveling salesman problem
    • Allwright J.R.A., and Carpenter D.B. A distributed implementation of simulated annealing for the traveling salesman problem. Parallel Computing 10 (1989) 335-338
    • (1989) Parallel Computing , vol.10 , pp. 335-338
    • Allwright, J.R.A.1    Carpenter, D.B.2
  • 3
    • 84872056822 scopus 로고    scopus 로고
    • Angira, R., Babu, B.V., 2005. Optimization of non-linear chemical processes using modified differential evolution (MDE). In: Proceedings of the Second Indian International Conference on Artificial Intelligence (IICAI-2005), December 20-22, 2005, India, 911-923.
  • 4
    • 33747235342 scopus 로고    scopus 로고
    • Optimization of process synthesis and design problems: a modified differential evolution approach
    • Angira R., and Babu B.V. Optimization of process synthesis and design problems: a modified differential evolution approach. Chemical Engineering Science 61 14 (2006) 4707-4721
    • (2006) Chemical Engineering Science , vol.61 , Issue.14 , pp. 4707-4721
    • Angira, R.1    Babu, B.V.2
  • 6
    • 0001184757 scopus 로고    scopus 로고
    • Process optimization by simulated annealing and NLP procedures. Application to heat exchanger network synthesis
    • Athier G., Floquet P., Pibouleau L., and Domenech S. Process optimization by simulated annealing and NLP procedures. Application to heat exchanger network synthesis. Computers & Chemical Engineering 21 (1997) S475-S480
    • (1997) Computers & Chemical Engineering , vol.21
    • Athier, G.1    Floquet, P.2    Pibouleau, L.3    Domenech, S.4
  • 7
    • 0031272538 scopus 로고    scopus 로고
    • Synthesis of heat exchanger network by simulated annealing and NLP procedures
    • Athier G., Floquet P., Pibouleau L., and Domenech S. Synthesis of heat exchanger network by simulated annealing and NLP procedures. A.I.Ch.E. Journal 43 11 (1997) 3007-3020
    • (1997) A.I.Ch.E. Journal , vol.43 , Issue.11 , pp. 3007-3020
    • Athier, G.1    Floquet, P.2    Pibouleau, L.3    Domenech, S.4
  • 8
    • 20344379280 scopus 로고    scopus 로고
    • Oxford University Press, New Delhi, India
    • Babu B.V. Process Plant Simulation (2004), Oxford University Press, New Delhi, India
    • (2004) Process Plant Simulation
    • Babu, B.V.1
  • 9
    • 34250017328 scopus 로고    scopus 로고
    • Improved differential evolution for single- and multi-objective optimization: MDE, MODE, NSDE, and MNSDE
    • Deb K., Chakroborty P., Iyengar N.G.R., and Gupta S.K. (Eds), Universities Press, Hyderabad
    • Babu B.V. Improved differential evolution for single- and multi-objective optimization: MDE, MODE, NSDE, and MNSDE. In: Deb K., Chakroborty P., Iyengar N.G.R., and Gupta S.K. (Eds). Advances in Computational Optimization and its Applications (2007), Universities Press, Hyderabad 24-30
    • (2007) Advances in Computational Optimization and its Applications , pp. 24-30
    • Babu, B.V.1
  • 10
    • 34250018476 scopus 로고    scopus 로고
    • Babu, B.V., Angira, R., 2001. Optimization of non-linear functions using evolutionary computation. In: Proceedings of 12th ISME Conference on Mechanical Engineering, January 10-12, 2001, Chennai, Paper No. CT07, 153-157.
  • 11
    • 34250008418 scopus 로고    scopus 로고
    • Babu, B.V., Angira, R., 2002. A differential evolution approach for global optimization of MINLP problems. In: Proceedings of Fourth Asia-Pacific Conference on Simulated Evolution And Learning (SEAL'02), November 18-22, 2002, Singapore, Paper No. 1033 (2), 880-884.
  • 12
    • 15744391407 scopus 로고    scopus 로고
    • Optimal design of an auto-thermal ammonia synthesis reactor
    • Babu B.V., and Angira R. Optimal design of an auto-thermal ammonia synthesis reactor. Computers & Chemical Engineering 29 5 (2005) 1041-1045
    • (2005) Computers & Chemical Engineering , vol.29 , Issue.5 , pp. 1041-1045
    • Babu, B.V.1    Angira, R.2
  • 13
    • 33747878550 scopus 로고    scopus 로고
    • Modified differential evolution (MDE) for optimization of non-linear chemical processes
    • Babu B.V., and Angira R. Modified differential evolution (MDE) for optimization of non-linear chemical processes. Computers & Chemical Engineering 30 6-7 (2006) 989-1002
    • (2006) Computers & Chemical Engineering , vol.30 , Issue.6-7 , pp. 989-1002
    • Babu, B.V.1    Angira, R.2
  • 14
    • 84901463314 scopus 로고    scopus 로고
    • Babu, B.V., Jehan, M.M.L., 2003. Differential evolution for multi-objective optimization. In: Proceedings of 2003 Congress on Evolutionary Computation (CEC-2003), December 8-12, 2003, Canberra, Australia, 2696-2703.
  • 15
    • 34249982228 scopus 로고    scopus 로고
    • Babu, B.V., Munawar, S.A., 2000. Differential evolution for the optimal design of heat exchangers. In: Proceedings of All-India seminar on Chemical Engineering Progress on Resource Development: A Vision 2010 and Beyond, IE (I), March 11, 2000, Bhubaneswar, India.
  • 16
    • 0033611754 scopus 로고    scopus 로고
    • Estimation of heat transfer parameters in a trickle-bed reactor using differential evolution and orthogonal collocation
    • Babu B.V., and Sastry K.K.N. Estimation of heat transfer parameters in a trickle-bed reactor using differential evolution and orthogonal collocation. Computers & Chemical Engineering 23 (1999) 327-339
    • (1999) Computers & Chemical Engineering , vol.23 , pp. 327-339
    • Babu, B.V.1    Sastry, K.K.N.2
  • 17
    • 34249991379 scopus 로고    scopus 로고
    • Babu, B.V., Vivek, N., 1999. Genetic algorithms for estimating heat transfer parameters in trickle bed reactors, In: Proceedings of 52nd Annual Session of IIChE (CHEMCON-99), December 20-23, Chandigarh, India, 1999.
  • 18
    • 20344404492 scopus 로고    scopus 로고
    • Multiobjective differential evolution (MODE) for optimization of adiabatic styrene reactor
    • Babu B.V., Chakole P.G., and Mubeen J.H.S. Multiobjective differential evolution (MODE) for optimization of adiabatic styrene reactor. Chemical Engineering Science 60 17 (2005) 4822-4837
    • (2005) Chemical Engineering Science , vol.60 , Issue.17 , pp. 4822-4837
    • Babu, B.V.1    Chakole, P.G.2    Mubeen, J.H.S.3
  • 20
    • 0021819411 scopus 로고
    • Thermodynamical approach to the traveling salesman problem: an efficient simulation algorithm
    • Cerny V. Thermodynamical approach to the traveling salesman problem: an efficient simulation algorithm. Journal of Optimization Theory & Applications 45 (1985) 41-51
    • (1985) Journal of Optimization Theory & Applications , vol.45 , pp. 41-51
    • Cerny, V.1
  • 21
    • 0037774808 scopus 로고    scopus 로고
    • Genetic algorithms in ferrous production metallurgy
    • Chakraborti N. Genetic algorithms in ferrous production metallurgy. Surveys on Mathematics for Industry 10 (2002) 269
    • (2002) Surveys on Mathematics for Industry , vol.10 , pp. 269
    • Chakraborti, N.1
  • 23
    • 0042655406 scopus 로고    scopus 로고
    • The optimal scheduling of a reversing strip mill: studies using multi-population genetic algorithms and differential evolution
    • Chakraborti N., and Kumar A. The optimal scheduling of a reversing strip mill: studies using multi-population genetic algorithms and differential evolution. Materials and Manufacturing Processes 18 (2003) 307
    • (2003) Materials and Manufacturing Processes , vol.18 , pp. 307
    • Chakraborti, N.1    Kumar, A.2
  • 24
    • 0035473815 scopus 로고    scopus 로고
    • Tight-binding Calculations of Si-H clusters using genetic algorithms and related techniques: studies using differential evolution
    • Chakraborti N., Mishra K., Bhatt P., Barman N., and Prasad R. Tight-binding Calculations of Si-H clusters using genetic algorithms and related techniques: studies using differential evolution. Journal of Phase Equilibria 22 (2001) 525
    • (2001) Journal of Phase Equilibria , vol.22 , pp. 525
    • Chakraborti, N.1    Mishra, K.2    Bhatt, P.3    Barman, N.4    Prasad, R.5
  • 25
    • 0036642539 scopus 로고    scopus 로고
    • Genetic algorithms based structure calculations for hydrogenated silicon clusters
    • Chakraborti N., De P.S., and Prasad R. Genetic algorithms based structure calculations for hydrogenated silicon clusters. Materials Letters 55 (2002) 20
    • (2002) Materials Letters , vol.55 , pp. 20
    • Chakraborti, N.1    De, P.S.2    Prasad, R.3
  • 27
    • 0033544450 scopus 로고    scopus 로고
    • Hybrid method of evolutionary algorithms for static and dynamic optimization problems with application to a fed-batch fermentation process
    • Chiou J.P., and Wang F.S. Hybrid method of evolutionary algorithms for static and dynamic optimization problems with application to a fed-batch fermentation process. Computers & Chemical Engineering 23 9 (1999) 1277-1291
    • (1999) Computers & Chemical Engineering , vol.23 , Issue.9 , pp. 1277-1291
    • Chiou, J.P.1    Wang, F.S.2
  • 29
    • 0025571942 scopus 로고
    • Scheduling of serial multiproduct batch processes via simulated annealing
    • Das H., Cummings P.T., and Levan M.D. Scheduling of serial multiproduct batch processes via simulated annealing. Computers & Chemical Engineering 14 12 (1990) 1351-1362
    • (1990) Computers & Chemical Engineering , vol.14 , Issue.12 , pp. 1351-1362
    • Das, H.1    Cummings, P.T.2    Levan, M.D.3
  • 32
    • 0025496924 scopus 로고
    • Algorithmic efficiency of simulated annealing for heat exchanger networks
    • Dolan W.V., Cummings P.T., and Levan M.D. Algorithmic efficiency of simulated annealing for heat exchanger networks. Computers & Chemical Engineering 14 10 (1990) 1039-1050
    • (1990) Computers & Chemical Engineering , vol.14 , Issue.10 , pp. 1039-1050
    • Dolan, W.V.1    Cummings, P.T.2    Levan, M.D.3
  • 33
    • 0028533039 scopus 로고
    • Separation sequence synthesis: how to use simulated annealing procedure?
    • Floquet P., Pibouleau L., and Domenech S. Separation sequence synthesis: how to use simulated annealing procedure?. Computers & Chemical Engineering 18 11/12 (1994) 1141-1148
    • (1994) Computers & Chemical Engineering , vol.18 , Issue.11-12 , pp. 1141-1148
    • Floquet, P.1    Pibouleau, L.2    Domenech, S.3
  • 34
    • 0029703510 scopus 로고    scopus 로고
    • Synthesis and optimization of a nonideal distillation system using a parallel genetic algorithm
    • Fraga E.S., and Senos Matias T.R. Synthesis and optimization of a nonideal distillation system using a parallel genetic algorithm. Computers & Chemical Engineering 20 (1996) S79-S84
    • (1996) Computers & Chemical Engineering , vol.20
    • Fraga, E.S.1    Senos Matias, T.R.2
  • 36
    • 34250014076 scopus 로고    scopus 로고
    • HTFS, 2007. Homepage of Aspentech's HTFS-heat transfer innovation, the URL of which is: 〈http://www.hyprotech.com/htfs/Default.asp〉 as in February, 2007.
  • 37
    • 34249991657 scopus 로고    scopus 로고
    • HTRI, 2007. Homepage of heat transfer research, Inc., the URL of which is: 〈http://www.htri-net.com/index.html〉 as in February, 2007.
  • 39
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • Kirkpatrik S., Gelatt C.D., and Vechhi M.P. Optimization by simulated annealing. Science 220 4568 (1983) 671-680
    • (1983) Science , vol.220 , Issue.4568 , pp. 671-680
    • Kirkpatrik, S.1    Gelatt, C.D.2    Vechhi, M.P.3
  • 40
    • 0343262717 scopus 로고    scopus 로고
    • Dynamic optimization of a continuous polymer reactor using a modified differential evolution
    • Lee M.H., Han C., and Chang K.S. Dynamic optimization of a continuous polymer reactor using a modified differential evolution. Industrial & Engineering Chemistry Research 38 12 (1999) 4825-4831
    • (1999) Industrial & Engineering Chemistry Research , vol.38 , Issue.12 , pp. 4825-4831
    • Lee, M.H.1    Han, C.2    Chang, K.S.3
  • 44
    • 0001062304 scopus 로고    scopus 로고
    • Development of a genetic algorithm for molecular scale catalyst design
    • McLeod A.S., Johnston M.E., and Gladden L.F. Development of a genetic algorithm for molecular scale catalyst design. Journal of Catalysis 167 (1997) 279-285
    • (1997) Journal of Catalysis , vol.167 , pp. 279-285
    • McLeod, A.S.1    Johnston, M.E.2    Gladden, L.F.3
  • 45
    • 0030200562 scopus 로고    scopus 로고
    • On-line optimization of culture temperature for ethanol fermentation using a genetic algorithm
    • Moriyama H., and Shimizu K. On-line optimization of culture temperature for ethanol fermentation using a genetic algorithm. Journal of Chemical Technology & Biotechnology 66 (1996) 217-222
    • (1996) Journal of Chemical Technology & Biotechnology , vol.66 , pp. 217-222
    • Moriyama, H.1    Shimizu, K.2
  • 46
    • 0030268785 scopus 로고    scopus 로고
    • A genetic algorithm for generating initial parameter estimations for kinetic models of catalytic processes
    • Moros R., Kalies H., Rex H.G., and Schaffarczyk St. A genetic algorithm for generating initial parameter estimations for kinetic models of catalytic processes. Computers & Chemical Engineering 20 (1996) 1257-1270
    • (1996) Computers & Chemical Engineering , vol.20 , pp. 1257-1270
    • Moros, R.1    Kalies, H.2    Rex, H.G.3    Schaffarczyk, St.4
  • 48
    • 0026191848 scopus 로고
    • Preliminary design of multiproduct noncontinuous plants using simulated annealing
    • Patel A.N., Mah R.S.H., and Karimi I.A. Preliminary design of multiproduct noncontinuous plants using simulated annealing. Computers & Chemical Engineering 15 7 (1991) 451-469
    • (1991) Computers & Chemical Engineering , vol.15 , Issue.7 , pp. 451-469
    • Patel, A.N.1    Mah, R.S.H.2    Karimi, I.A.3
  • 49
    • 34249992781 scopus 로고    scopus 로고
    • Perry, R.H., Green, D., 1993. Perry's Chemical Engineers' Handbook, sixth ed. In: Chemical Engineering Series. McGHI Editions, New York.
  • 50
    • 0037289219 scopus 로고    scopus 로고
    • Application of genetic algorithms to hydrogenated silicon clusters
    • Prasad R., and Chakraborti N. Application of genetic algorithms to hydrogenated silicon clusters. Bulletin of Materials Science 26 (2003) 127
    • (2003) Bulletin of Materials Science , vol.26 , pp. 127
    • Prasad, R.1    Chakraborti, N.2
  • 51
    • 34249982799 scopus 로고    scopus 로고
    • Price, K., Storn, R., 1997. Differential evolution. Dr. Dobb's Journal, 18-24.
  • 52
    • 34249998302 scopus 로고    scopus 로고
    • Price, K., Storn, R., 2006. Homepage of differential evolution as on May, 2006. 〈http://www.ICSI.Berkeley.edu/∼storn/code.html〉.
  • 53
    • 0024480849 scopus 로고
    • Simulated annealing algorithms: an overview
    • Rutenbar R.A. Simulated annealing algorithms: an overview. IEEE Circuits Devices Magazine 100 (1989) 19-26
    • (1989) IEEE Circuits Devices Magazine , vol.100 , pp. 19-26
    • Rutenbar, R.A.1
  • 55
    • 34250030134 scopus 로고    scopus 로고
    • Sinnott, R.K., 1993. Coulson & Richardson's Chemical Engineering (Design), 6, second ed. Pergamon, Newyork.
  • 56
    • 34250000240 scopus 로고    scopus 로고
    • Stair, C., Fraga, E.S., 1995. Optimization of unit operating conditions for heat integrated processes using genetic algorithms. In: Proceedings of 1995 Institution of Chemical Engineering Research Event, Institution of Chemical Engineers, 95-97.
  • 57
    • 34249979995 scopus 로고    scopus 로고
    • Storn, R., 1995. Differential evolution design of an IIR-filter with requirements for magnitude and group delay. TR-95-018, ICSI.
  • 58
    • 0030679971 scopus 로고    scopus 로고
    • Optimal design of an ammonia synthesis reactor using genetic algorithms
    • Upreti S.R., and Deb K. Optimal design of an ammonia synthesis reactor using genetic algorithms. Computers & Chemical Engineering 21 (1996) 87-93
    • (1996) Computers & Chemical Engineering , vol.21 , pp. 87-93
    • Upreti, S.R.1    Deb, K.2
  • 60
    • 0033199722 scopus 로고    scopus 로고
    • Simultaneous optimization of feeding rate and operation parameters for fed-batch fermentation processes
    • Wang F.S., and Cheng W.M. Simultaneous optimization of feeding rate and operation parameters for fed-batch fermentation processes. Biotechnology Progress 15 5 (1999) 949-952
    • (1999) Biotechnology Progress , vol.15 , Issue.5 , pp. 949-952
    • Wang, F.S.1    Cheng, W.M.2
  • 61
    • 0032137127 scopus 로고    scopus 로고
    • Fuzzy-decision-making problems of fuel ethanol production, using a genetically engineered yeast
    • Wang F.S., Jing C.H., and Tsao G.T. Fuzzy-decision-making problems of fuel ethanol production, using a genetically engineered yeast. Industrial & Engineering Chemistry Research 37 8 (1998) 3434-3443
    • (1998) Industrial & Engineering Chemistry Research , vol.37 , Issue.8 , pp. 3434-3443
    • Wang, F.S.1    Jing, C.H.2    Tsao, G.T.3
  • 62
    • 0031128318 scopus 로고    scopus 로고
    • Estimating rate constants of heterogeneous catalytic reactions without supposition of rate determining surface steps-an application of genetic algorithm
    • Wolf D., and Moros R. Estimating rate constants of heterogeneous catalytic reactions without supposition of rate determining surface steps-an application of genetic algorithm. Chemical Engineering Science 52 (1997) 1189-1199
    • (1997) Chemical Engineering Science , vol.52 , pp. 1189-1199
    • Wolf, D.1    Moros, R.2


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