메뉴 건너뛰기




Volumn 16, Issue 1, 1999, Pages 53-63

Hybrid neural model for the optimization of fed-batch fermentations

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; ANTIBIOTICS; BIOREACTORS; ETHANOL; FERMENTATION; GROWTH KINETICS; MATHEMATICAL MODELS; NEURAL NETWORKS; NUMERICAL METHODS; OPTIMIZATION;

EID: 0033099895     PISSN: 01046632     EISSN: None     Source Type: Journal    
DOI: 10.1590/S0104-66321999000100006     Document Type: Article
Times cited : (17)

References (18)
  • 1
    • 0024961553 scopus 로고
    • An Algorithm for Operating a Fed-Batch Fermentor at Optimum Specific-Growth Rate
    • Agrawal, P., Koshy, G. and Ramseier, M., An Algorithm for Operating a Fed-Batch Fermentor at Optimum Specific-Growth Rate. Biotechnol. Bioeng. 33, 115 (1989).
    • (1989) Biotechnol. Bioeng. , vol.33 , pp. 115
    • Agrawal, P.1    Koshy, G.2    Ramseier, M.3
  • 2
    • 84910321136 scopus 로고
    • Kinetics of Product Inhibition in Alcohol Fermentation
    • Aiba, S., Shoda, N. and Nagatani, N., Kinetics of Product Inhibition in Alcohol Fermentation. Biotechnol. Bioeng. 10, 845 (1968).
    • (1968) Biotechnol. Bioeng. , vol.10 , pp. 845
    • Aiba, S.1    Shoda, N.2    Nagatani, N.3
  • 3
    • 33749028496 scopus 로고
    • Evaluation of Feeding Strategies in Carbon-Regulated Secondary Metabolite Product through Mathematical Modelling
    • Bajpai, R.K. and Reuss, M., Evaluation of Feeding Strategies in Carbon-Regulated Secondary Metabolite Product through Mathematical Modelling, Biotechnol. Bioeng. 23, 714 (1981).
    • (1981) Biotechnol. Bioeng. , vol.23 , pp. 714
    • Bajpai, R.K.1    Reuss, M.2
  • 4
    • 0024685547 scopus 로고
    • Identification of MIMO Non-linear Systems Using a Forward-Regression Orthogonal Estimator
    • Billings, S.A., Chen, S. and Korenberg, M.J., Identification of MIMO Non-linear Systems Using a Forward-Regression Orthogonal Estimator, Int. J. Control. 49, 2157 (1989).
    • (1989) Int. J. Control. , vol.49 , pp. 2157
    • Billings, S.A.1    Chen, S.2    Korenberg, M.J.3
  • 5
    • 84954943722 scopus 로고
    • Neural Networks for Nonlinear System Modelling and Identification
    • Chen, S. and Billings, S.A., Neural Networks for Nonlinear System Modelling and Identification, Int. J. Control. 56, 319 (1992).
    • (1992) Int. J. Control. , vol.56 , pp. 319
    • Chen, S.1    Billings, S.A.2
  • 6
    • 0342372412 scopus 로고    scopus 로고
    • M.Sc. Thesis, PEQ/COPPE/UFRJ, Rio de Janeiro, Brazil
    • Costa, A.C., Controle Singular em Bioreatores. M.Sc. Thesis, PEQ/COPPE/UFRJ, Rio de Janeiro, Brazil (1996).
    • (1996) Controle Singular Em Bioreatores
    • Costa, A.C.1
  • 8
    • 0028698670 scopus 로고
    • Uncertainty Issues in the Modelling and Optimization of Batch Reactors with Tendency Models
    • Fotopoulos, J., Gcorgakis, C. and Stenger Jr, H.G., Uncertainty Issues in the Modelling and Optimization of Batch Reactors with Tendency Models, Chem. Engng. Sci. 49, 5533 (1994).
    • (1994) Chem. Engng. Sci. , vol.49 , pp. 5533
    • Fotopoulos, J.1    Gcorgakis, C.2    Stenger Jr., H.G.3
  • 9
    • 0345066946 scopus 로고
    • Hybrid Modelling Combining a Detailed Metabolic Simulation and Neural Network Approaches to Complex Biochemical Processes
    • Fu, P. and Barford, J.P., Hybrid Modelling Combining a Detailed Metabolic Simulation and Neural Network Approaches to Complex Biochemical Processes, Proc. of PSE'94, 571 (1994).
    • (1994) Proc. of PSE'94 , pp. 571
    • Fu, P.1    Barford, J.P.2
  • 10
    • 0028765396 scopus 로고
    • Artificial Neural Network Based Experimental Design Procedures for Enhancing Fermentation Development
    • Glassey, J., Montague, G.A., Ward, A.C. and Kara, B.V., Artificial Neural Network Based Experimental Design Procedures for Enhancing Fermentation Development, Biotechnol. Bioeng. 44, 397 (1994).
    • (1994) Biotechnol. Bioeng. , vol.44 , pp. 397
    • Glassey, J.1    Montague, G.A.2    Ward, A.C.3    Kara, B.V.4
  • 12
    • 0026878444 scopus 로고
    • Optimal Operation of a Semi-Batch Reactor by Self-adaptive Models for Temperature and Feed-Rate Profiles
    • Marchal-Brassely, S., Villermaux, J., Houzelot, J.L. and Barnay, J.L., Optimal Operation of a Semi-Batch Reactor by Self-adaptive Models for Temperature and Feed-Rate Profiles, Chem. Engng. Sci. 47, 2445 (1992).
    • (1992) Chem. Engng. Sci. , vol.47 , pp. 2445
    • Marchal-Brassely, S.1    Villermaux, J.2    Houzelot, J.L.3    Barnay, J.L.4
  • 14
    • 0023421329 scopus 로고
    • Feedback Optimization of Fed-Batch Fermentation, Biotechnol
    • Modak, J.M. and Lim, H.C., Feedback Optimization of Fed-Batch Fermentation, Biotechnol. Bioeng. 30, 528 (1987).
    • (1987) Bioeng. , vol.30 , pp. 528
    • Modak, J.M.1    Lim, H.C.2
  • 15
    • 0027341550 scopus 로고
    • Synthesis of State Feedback Laws for Endpoint Optimization in Batch Processes
    • Palanki, S., Kravaris, C. and Wang, H.Y., Synthesis of State Feedback Laws for Endpoint Optimization in Batch Processes, Chem. Engng. Sci. 48, 135 (1993).
    • (1993) Chem. Engng. Sci. , vol.48 , pp. 135
    • Palanki, S.1    Kravaris, C.2    Wang, H.Y.3
  • 16
    • 0026806616 scopus 로고
    • A Hybrid Neural Network - First Principles Approach to Process Modelling
    • Psichogios, D.C. and Ungar, L.H., A Hybrid Neural Network - First Principles Approach to Process Modelling, AIChE J. 38, 1499 (1992).
    • (1992) AIChE J. , vol.38 , pp. 1499
    • Psichogios, D.C.1    Ungar, L.H.2
  • 17
    • 0028356096 scopus 로고
    • Bioprocess Optimization and Control: Application of Hybrid Modelling
    • Schubert, J., Simutis, R., Dors, M., Havlik, I. and Lübbert, A., Bioprocess Optimization and Control: Application of Hybrid Modelling, J. Biotechnol. 35, 51 (1994).
    • (1994) J. Biotechnol. , vol.35 , pp. 51
    • Schubert, J.1    Simutis, R.2    Dors, M.3    Havlik, I.4    Lübbert, A.5
  • 18
    • 0027097999 scopus 로고
    • Fuzzy-aided Neural Network for Real-Time State Estimation and Process Prediction in the Alcohol Formation Step of Production-scale Beer Brewing
    • Simutis, R., Havlik, I. and Lübbert, A., Fuzzy-aided Neural Network for Real-Time State Estimation and Process Prediction in the Alcohol Formation Step of Production-scale Beer Brewing, J. Biotechnol. 27, 203 (1993).
    • (1993) J. Biotechnol. , vol.27 , pp. 203
    • Simutis, R.1    Havlik, I.2    Lübbert, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.