메뉴 건너뛰기




Volumn 22, Issue 6, 2000, Pages 547-556

A hybrid representation approach for modelling complex dynamic bioprocesses

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; ARTIFICIAL NEURAL NETWORK; BIOPROCESS; BIOTECHNOLOGY; DYNAMICS; FERMENTATION; GLUCOSE METABOLISM; PRIORITY JOURNAL; PSEUDOMONAS;

EID: 0033946602     PISSN: 0178515X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s004499900110     Document Type: Article
Times cited : (26)

References (26)
  • 1
    • 0008549736 scopus 로고    scopus 로고
    • Modeling with neural networks
    • Shinskey, F.G.: Modeling with neural networks. Chem. Processing 61 (1998) 87
    • (1998) Chem. Processing , vol.61 , pp. 87
    • Shinskey, F.G.1
  • 2
    • 0008585579 scopus 로고
    • Integrating neural networks with first principles models for dynamic modeling
    • Distillation Columns and Batch Processes (DY-CORD+)
    • Su, H.T.; Bhat, N.; Mindeman, P.A.; McAvoy, T.J.: Integrating neural networks with first principles models for dynamic modeling. IFAC Symp. on Dynamic and Control of Chemical Reactors, Distillation Columns and Batch Processes (DY-CORD+), 327, 1992
    • (1992) IFAC Symp. on Dynamic and Control of Chemical Reactors , pp. 327
    • Su, H.T.1    Bhat, N.2    Mindeman, P.A.3    McAvoy, T.J.4
  • 3
    • 0028484335 scopus 로고
    • Modeling chemical processes using prior knowledge and neural networks
    • Thompson, M.; Kramer. M.A.: Modeling chemical processes using prior knowledge and neural networks. AIChE J. 40 (1994) 1328-1340.
    • (1994) AIChE J , vol.40 , pp. 1328-1340
    • Thompson, M.1    Kramer, M.A.2
  • 4
    • 0026806616 scopus 로고
    • A hybrid neural network-first principles approach to process modeling
    • Psichogios, D.; Ungar, L.: 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.1    Ungar, L.2
  • 5
    • 0028378552 scopus 로고
    • Hybrid modelling of yeast production processes - Combination of a priori knowledge on different levels of sophistication
    • Shubert, J.; Simutis, R.; Dors, M.; Havlík, Y.; Lübert, A.: Hybrid modelling of yeast production processes - combination of a priori knowledge on different levels of sophistication. Chem Eng. Technol. 17 (1994) 10-20
    • (1994) Chem Eng. Technol. , vol.17 , pp. 10-20
    • Shubert, J.1    Simutis, R.2    Dors, M.3    Havlík, Y.4    Lübert, A.5
  • 6
    • 0031172546 scopus 로고    scopus 로고
    • Application of artificial neural networks for crossflow microfiltration modelling: "black-box" and semi-physical approaches
    • Piron, E.; Latrille, E.; René, F.: Application of artificial neural networks for crossflow microfiltration modelling: "black-box" and semi-physical approaches. Comp. Chem Eng. 21 (1997) 1021-1030
    • (1997) Comp. Chem Eng. , vol.21 , pp. 1021-1030
    • Piron, E.1    Latrille, E.2    René, F.3
  • 7
    • 0031552599 scopus 로고    scopus 로고
    • A hybrid recurrent neural network model for yeast production monitoring and control in a wine base medium
    • Teissier, P.; Perret, B.; Latrille, E.; Barillere, J.M.; Corrieu, G.: A hybrid recurrent neural network model for yeast production monitoring and control in a wine base medium. J. Biotechnol. 55 (1997) 157-169
    • (1997) J. Biotechnol. , vol.55 , pp. 157-169
    • Teissier, P.1    Perret, B.2    Latrille, E.3    Barillere, J.M.4    Corrieu, G.5
  • 8
    • 0030152147 scopus 로고    scopus 로고
    • Hybrid-neural modelling for particulate solid drying processes
    • Cubillos, F.A.; Alvarez, P.I.; Pinto, J.C.; Lima, E.L.: Hybrid-neural modelling for particulate solid drying processes. Powder Technol. 87 (1996) 153-160
    • (1996) Powder Technol. , vol.87 , pp. 153-160
    • Cubillos, F.A.1    Alvarez, P.I.2    Pinto, J.C.3    Lima, E.L.4
  • 9
    • 0031176171 scopus 로고    scopus 로고
    • Identification and optimizing control of a rougher flotation circuit using an adaptable hybrid-neural model
    • Cubillos, F.A.; Lima, E.L.: Identification and optimizing control of a rougher flotation circuit using an adaptable hybrid-neural model. Minerals Eng. 10 (1997) 707-721
    • (1997) Minerals Eng. , vol.10 , pp. 707-721
    • Cubillos, F.A.1    Lima, E.L.2
  • 10
    • 0028969090 scopus 로고
    • Dynamic modelling of the activated sludge process: Improving prediction using neural networks
    • Côté, M.; Grandjean, B.P.A.; Lessard, P.; Thibault, J.: Dynamic modelling of the activated sludge process: improving prediction using neural networks. Water Res. 29 (1995) 995-1004
    • (1995) Water Res. , vol.29 , pp. 995-1004
    • Côté, M.1    Grandjean, B.P.A.2    Lessard, P.3    Thibault, J.4
  • 11
    • 0030083646 scopus 로고    scopus 로고
    • Predictive control of quality in batch polymerization using hybrid ANN models
    • Yen-Di Tsen, A.; Shan Jang, S.; Shan Hill Wong, D.; Joseph, B.: Predictive control of quality in batch polymerization using hybrid ANN models. AIChE J. 42 (1996) 455-465
    • (1996) AIChE J , vol.42 , pp. 455-465
    • Yen-Di Tsen, A.1    Shan Jang, S.2    Shan Hill Wong, D.3    Joseph, B.4
  • 12
    • 0030406831 scopus 로고    scopus 로고
    • Strategy for dynamic process modeling based on neural networks in macroscopic balances
    • van Can, H.J.L.; Hellinga, C.; Luyben, K.A.M.; Heijnen, J.J.: Strategy for dynamic process modeling based on neural networks in macroscopic balances. AIChE J. 42 (1996) 3403-3418
    • (1996) AIChE J , vol.42 , pp. 3403-3418
    • Van Can, H.J.L.1    Hellinga, C.2    Luyben, K.A.M.3    Heijnen, J.J.4
  • 13
    • 0001391957 scopus 로고
    • Kinetic analysis of gluconic acid production by Pseudomonas ovalis
    • Ghose, T.K.; Gosh, P.: Kinetic analysis of gluconic acid production by Pseudomonas ovalis. J. App. Chem. Biotechnol. 26 (1976) 768-777
    • (1976) J. App. Chem. Biotechnol. , vol.26 , pp. 768-777
    • Ghose, T.K.1    Gosh, P.2
  • 14
    • 0002449810 scopus 로고
    • Semi-empirical modeling of non-linear dynamic systems through identification of operating regimes and locals models
    • Hunt, K.; Irwin, G.; Warwick, K. (Eds.). New York: Springer-Verlag
    • Johansen, T.A.; Foss, B.A.: Semi-empirical modeling of non-linear dynamic systems through identification of operating regimes and locals models. In: Hunt, K.; Irwin, G.; Warwick, K. (Eds.) Neural Network Engineering in Control Systems, pp. 105-126. New York: Springer-Verlag 1995
    • (1995) Neural Network Engineering in Control Systems , pp. 105-126
    • Johansen, T.A.1    Foss, B.A.2
  • 15
    • 0020103105 scopus 로고
    • Procedures for parameter and state estimation of microbial growth process models
    • Holmberg, A.; Ranta, J.: Procedures for parameter and state estimation of microbial growth process models. Automatica 18 (1982) 181-193
    • (1982) Automatica , vol.18 , pp. 181-193
    • Holmberg, A.1    Ranta, J.2
  • 16
    • 0008581254 scopus 로고    scopus 로고
    • Fungal biomass estimation in batch solid substrate cultivation using asymptotic observation
    • Wise, D.L. (Ed.). London: Kluwer Academic Publishers
    • Ebner, A.; Solar, I.; Acuña, G.; Pérez-Correa, R.; Agosin, E.: Fungal biomass estimation in batch solid substrate cultivation using asymptotic observation. In: Wise, D.L. (Ed.) Global Environmental Biotechnology, pp. 211-220. London: Kluwer Academic Publishers 1997
    • (1997) Global Environmental Biotechnology , pp. 211-220
    • Ebner, A.1    Solar, I.2    Acuña, G.3    Pérez-Correa, R.4    Agosin, E.5
  • 17
    • 0008612367 scopus 로고    scopus 로고
    • Optimización heurística de la alimentación de un proceso CSS fed-batch
    • Viña del Mar, Chile, 9-13 Nov in Spanish
    • Gelmi, C.; Pérez-Correa, R.; Solar, I.: Optimización heurística de la alimentación de un proceso CSS fed-batch. VIII Congreso Latinoamericano de Control Automático, Viña del Mar, Chile, 9-13 Nov 1998 (in Spanish)
    • (1998) VIII Congreso Latinoamericano de Control Automático
    • Gelmi, C.1    Pérez-Correa, R.2    Solar, I.3
  • 18
    • 0028518943 scopus 로고
    • Mathematical modelling of industrial pilot-plant penicillin-G fed-batch fermentations
    • Menezes, J.; Alvez, S.: Mathematical modelling of industrial pilot-plant penicillin-G fed-batch fermentations. J. Chem. Tech. Biotechnol. 61 (1994) 123-138
    • (1994) J. Chem. Tech. Biotechnol. , vol.61 , pp. 123-138
    • Menezes, J.1    Alvez, S.2
  • 19
    • 0014541872 scopus 로고
    • A kinetic study of the mode of growth of Aspergillus nidulans and other fungi
    • Trinci, A.P.J.: A kinetic study of the mode of growth of Aspergillus nidulans and other fungi. J. Gen. Microbiol. 57 (1969) 11-24
    • (1969) J. Gen. Microbiol. , vol.57 , pp. 11-24
    • Trinci, A.P.J.1
  • 20
    • 0001547894 scopus 로고
    • Influence of the peripheral growth zone on the radial growth rate of fungal colonies
    • Trinci, A.P.J.: Influence of the peripheral growth zone on the radial growth rate of fungal colonies. J. Gen. Microbiol. 67 (1971) 325-344
    • (1971) J. Gen. Microbiol. , vol.67 , pp. 325-344
    • Trinci, A.P.J.1
  • 21
    • 0001073003 scopus 로고
    • Exponential growth of the germ tubes on fungal spores
    • Trinci, A.P.J.: Exponential growth of the germ tubes on fungal spores. J. Gen. Microbiol. 57 (1971) 345-348
    • (1971) J. Gen. Microbiol. , vol.57 , pp. 345-348
    • Trinci, A.P.J.1
  • 22
    • 0027627887 scopus 로고
    • A computer model based on reaction-diffusion equations for the growth of filamentous fungi on solid substrate
    • Molin, P.; Gervais, P.; Lemiere, J.P.: A computer model based on reaction-diffusion equations for the growth of filamentous fungi on solid substrate. Biotechnol. Prog. 9 (1993) 385-393
    • (1993) Biotechnol. Prog. , vol.9 , pp. 385-393
    • Molin, P.1    Gervais, P.2    Lemiere, J.P.3
  • 23
    • 0344200056 scopus 로고    scopus 로고
    • Macroscopic growth of filamentous fungi on solid substrate explained by microscopic approach
    • Ferret, E.; Siméon, J.H.; Molin, P.; Jorquera, H.; Acuña, G.; Giral, R.: Macroscopic growth of filamentous fungi on solid substrate explained by microscopic approach. Biotechnol. Bioeng. 68 (1999) 512-522
    • (1999) Biotechnol. Bioeng. , vol.68 , pp. 512-522
    • Ferret, E.1    Siméon, J.H.2    Molin, P.3    Jorquera, H.4    Acuña, G.5    Giral, R.6
  • 24
    • 0022411017 scopus 로고
    • Steric hindrance of growth of filamentous fungi in solid substrate fermentation of wheat straw
    • Laukevics, J.J.; Aspite, A.F.; Viesturs, U.S.; Tengerdy, R.P.: Steric hindrance of growth of filamentous fungi in solid substrate fermentation of wheat straw. Biotechnol. Bioeng. 27 (1985) 1687-1691
    • (1985) Biotechnol. Bioeng. , vol.27 , pp. 1687-1691
    • Laukevics, J.J.1    Aspite, A.F.2    Viesturs, U.S.3    Tengerdy, R.P.4
  • 25
    • 0029146396 scopus 로고
    • Modelling of heat and mass transfer for solid state fermentation process in tray bioreactor
    • Rajagopalan, S.; Modak, J.M.: Modelling of heat and mass transfer for solid state fermentation process in tray bioreactor. Bioprocess Eng. 13 (1995) 161-169
    • (1995) Bioprocess Eng. , vol.13 , pp. 161-169
    • Rajagopalan, S.1    Modak, J.M.2
  • 26
    • 0024278481 scopus 로고
    • Influence of water activity of a solid substrate on the growth rate and Sporogenesis if filamentous fungi
    • Gervais, P.; Grajek, W.; Bensoussan, M.; Molin, P.: Influence of water activity of a solid substrate on the growth rate and Sporogenesis if filamentous fungi. Biotechnol. Bioeng. 31 (1988) 457-463
    • (1988) Biotechnol. Bioeng. , vol.31 , pp. 457-463
    • Gervais, P.1    Grajek, W.2    Bensoussan, M.3    Molin, P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.