메뉴 건너뛰기




Volumn 36, Issue 2, 2007, Pages 157-166

Development of adaptive modeling techniques to describe the temperature-dependent kinetics of biotechnological processes

Author keywords

Artificial intelligence; Bioreactors; Modeling; Optimization; Parameter estimation; Temperature effect

Indexed keywords

BIOTECHNOLOGY; ETHANOL; FERMENTATION; MATHEMATICAL MODELS; MICROBIOLOGY; PARAMETER ESTIMATION;

EID: 34547942452     PISSN: 1369703X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.bej.2007.02.011     Document Type: Article
Times cited : (32)

References (25)
  • 2
    • 84985653039 scopus 로고
    • Rapid ethanol fermentation of cellulose hydrolysate. I. Batch versus continuous system
    • Ghose T.K., and Tyagi R.D. Rapid ethanol fermentation of cellulose hydrolysate. I. Batch versus continuous system. Biotechnol. Bioeng. 21 (1979) 1387-1400
    • (1979) Biotechnol. Bioeng. , vol.21 , pp. 1387-1400
    • Ghose, T.K.1    Tyagi, R.D.2
  • 3
    • 0020707170 scopus 로고
    • Ethanol fermentation with cell recycling: computer simulation
    • Lee J.M., Pollard J.F., and Coulman G.A. Ethanol fermentation with cell recycling: computer simulation. Biotechnol. Bioeng. 25 (1983) 497-511
    • (1983) Biotechnol. Bioeng. , vol.25 , pp. 497-511
    • Lee, J.M.1    Pollard, J.F.2    Coulman, G.A.3
  • 5
    • 28844479505 scopus 로고    scopus 로고
    • Mathematical modeling to investigate temperature effect on kinetic parameters of ethanol fermentation
    • Phisalaphong M., Srirattana N., and Tanthapanichakoon W. Mathematical modeling to investigate temperature effect on kinetic parameters of ethanol fermentation. Biochem. Eng. J. 28 (2006) 36-43
    • (2006) Biochem. Eng. J. , vol.28 , pp. 36-43
    • Phisalaphong, M.1    Srirattana, N.2    Tanthapanichakoon, W.3
  • 6
    • 0026806616 scopus 로고
    • A hybrid neural network-first principles approach to process modeling
    • Psichogios D.C., and Ungar L.H. A hybrid neural network-first principles approach to process modeling. AIChE J. 38 (1992) 1499-1511
    • (1992) AIChE J. , vol.38 , pp. 1499-1511
    • Psichogios, D.C.1    Ungar, L.H.2
  • 8
    • 11244292201 scopus 로고    scopus 로고
    • Hybrid neural modeling of bioprocess using functional link networks
    • Harada L.H.P., Costa A.C., and Maciel Filho R. Hybrid neural modeling of bioprocess using functional link networks. Appl. Biochem. Biotechnol. 98-100 (2002) 1009-1024
    • (2002) Appl. Biochem. Biotechnol. , vol.98-100 , pp. 1009-1024
    • Harada, L.H.P.1    Costa, A.C.2    Maciel Filho, R.3
  • 9
    • 0042827953 scopus 로고    scopus 로고
    • Knowledge-based hybrid modelling of a batch crystallisation when accounting for nucleation, growth and agglomeration phenomena
    • Georgieva P., Meireles M.J., and Feyo de Azevedo S. Knowledge-based hybrid modelling of a batch crystallisation when accounting for nucleation, growth and agglomeration phenomena. Chem. Eng. Sci. 58 (2003) 3699-3713
    • (2003) Chem. Eng. Sci. , vol.58 , pp. 3699-3713
    • Georgieva, P.1    Meireles, M.J.2    Feyo de Azevedo, S.3
  • 10
    • 0038606529 scopus 로고    scopus 로고
    • An integrated hybrid neural system for noise filtering, simulation and control of a fed-batch recombinant fermentation
    • Patnaik P.R. An integrated hybrid neural system for noise filtering, simulation and control of a fed-batch recombinant fermentation. Biochem. Eng. J. 15 (2003) 165-175
    • (2003) Biochem. Eng. J. , vol.15 , pp. 165-175
    • Patnaik, P.R.1
  • 11
    • 1842840116 scopus 로고    scopus 로고
    • Combining first principles modelling and artificial neural network: a general framework
    • Oliveira R. Combining first principles modelling and artificial neural network: a general framework. Comput. Chem. Eng. 28 (2004) 755-766
    • (2004) Comput. Chem. Eng. , vol.28 , pp. 755-766
    • Oliveira, R.1
  • 13
    • 33644987975 scopus 로고    scopus 로고
    • A hybrid model combining hydrodynamic and biological effects for production of bacterial cellulose with a pilot scale airlift reactor
    • Zuo K., Cheng H.P., Wu S.C., and Wu W.T. A hybrid model combining hydrodynamic and biological effects for production of bacterial cellulose with a pilot scale airlift reactor. Biochem. Eng. J. 29 (2006) 81-90
    • (2006) Biochem. Eng. J. , vol.29 , pp. 81-90
    • Zuo, K.1    Cheng, H.P.2    Wu, S.C.3    Wu, W.T.4
  • 15
    • 0035031513 scopus 로고    scopus 로고
    • Kinetics of ethanol fermentation with high biomass concentration considering the effect of temperature
    • Atala D.I.P., Costa A.C., Maciel R., and Maugeri F. Kinetics of ethanol fermentation with high biomass concentration considering the effect of temperature. Appl. Biochem. Biotechnol. 91-93 (2001) 353-366
    • (2001) Appl. Biochem. Biotechnol. , vol.91-93 , pp. 353-366
    • Atala, D.I.P.1    Costa, A.C.2    Maciel, R.3    Maugeri, F.4
  • 16
    • 1642386034 scopus 로고    scopus 로고
    • Inhibition effects of ethanol on the kinetics of glucose metabolism by S. cerevisiae: NMR and modelling study
    • Ricci M., Martini S., Bonechi C., Trabalzini L., Santucci A., and Rossi C. Inhibition effects of ethanol on the kinetics of glucose metabolism by S. cerevisiae: NMR and modelling study. Chem. Phys. Lett. 387 (2004) 377-382
    • (2004) Chem. Phys. Lett. , vol.387 , pp. 377-382
    • Ricci, M.1    Martini, S.2    Bonechi, C.3    Trabalzini, L.4    Santucci, A.5    Rossi, C.6
  • 17
    • 29944447138 scopus 로고    scopus 로고
    • Monitoring alcoholic fermentation by joint use of soft and hard modelling methods
    • Blanco M., Peinado A.C., and Mas J. Monitoring alcoholic fermentation by joint use of soft and hard modelling methods. Anal. Chim. Acta 556 (2006) 364-373
    • (2006) Anal. Chim. Acta , vol.556 , pp. 364-373
    • Blanco, M.1    Peinado, A.C.2    Mas, J.3
  • 18
    • 0030406831 scopus 로고    scopus 로고
    • Strategy for dynamic process modeling based on neural networks and macroscopic balances
    • van Can H.J.L., te Braake H.A.B., Hellinga C., Luyben K.Ch.A.M., and Heifnen J.J. Strategy for dynamic process modeling based on neural networks and macroscopic balances. AIChE J. 42 (1996) 3403-3418
    • (1996) AIChE J. , vol.42 , pp. 3403-3418
    • van Can, H.J.L.1    te Braake, H.A.B.2    Hellinga, C.3    Luyben, K.Ch.A.M.4    Heifnen, J.J.5
  • 20
    • 0343627880 scopus 로고    scopus 로고
    • Process modelling development through artificial neural networks and hybrid models
    • Zorzetto L.F.M., Maciel Filho R., and Wolf-Maciel M.R. Process modelling development through artificial neural networks and hybrid models. Comput. Chem. Eng. 24 (2000) 1355-1360
    • (2000) Comput. Chem. Eng. , vol.24 , pp. 1355-1360
    • Zorzetto, L.F.M.1    Maciel Filho, R.2    Wolf-Maciel, M.R.3
  • 21
    • 33747418596 scopus 로고    scopus 로고
    • Evaluation of optimization techniques for parameter estimation: application to ethanol fermentation considering the effect of temperature
    • Rivera E.C., Costa A.C., Atala D.I.P., Maugeri F., Wolf M.R., and Maciel Filho R. Evaluation of optimization techniques for parameter estimation: application to ethanol fermentation considering the effect of temperature. Process Biochem. 41 (2006) 1682-1687
    • (2006) Process Biochem. , vol.41 , pp. 1682-1687
    • Rivera, E.C.1    Costa, A.C.2    Atala, D.I.P.3    Maugeri, F.4    Wolf, M.R.5    Maciel Filho, R.6
  • 22
    • 0000488907 scopus 로고
    • Transient and steady states in continuous fermentation. Theory and experiment
    • Luedeking R., and Piret E.L. Transient and steady states in continuous fermentation. Theory and experiment. J. Biochem. Microbiol. Technol. Eng. 1 (1959) 431-450
    • (1959) J. Biochem. Microbiol. Technol. Eng. , vol.1 , pp. 431-450
    • Luedeking, R.1    Piret, E.L.2
  • 23
    • 1342307247 scopus 로고    scopus 로고
    • Classificação de cepas de levedura de processos industriais de fermentação alcoólica utilizando capacidade fermentativa
    • Andrietta S.R., Migliari P.C., and Andrietta M.G.S. Classificação de cepas de levedura de processos industriais de fermentação alcoólica utilizando capacidade fermentativa. STAB-Açúcar Álcool e Subprodutos 17 (1999) 54-59
    • (1999) STAB-Açúcar Álcool e Subprodutos , vol.17 , pp. 54-59
    • Andrietta, S.R.1    Migliari, P.C.2    Andrietta, M.G.S.3
  • 24
    • 0024861871 scopus 로고
    • Approximation by superpositions of a sigmoidal function
    • Cybenko G. Approximation by superpositions of a sigmoidal function. Math. Control Signal 2 (1989) 303-314
    • (1989) Math. Control Signal , vol.2 , pp. 303-314
    • Cybenko, G.1
  • 25
    • 34547932115 scopus 로고    scopus 로고
    • L.R. Petzold, Automatic selection of methods for solving stiff and nonstiff systems of ordinary differential equations, Report SAND80-8230, Sandia National Laboratories, Livermore, California, 1980.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.