메뉴 건너뛰기




Volumn 59, Issue 1-2, 1997, Pages 73-89

How to increase the performance of models for process optimization and control

Author keywords

Hybrid process models; Performance; Process control; Process optimization

Indexed keywords

ALGORITHMS; BIOTECHNOLOGY; COMPUTER AIDED SOFTWARE ENGINEERING; ECONOMIC AND SOCIAL EFFECTS; MATHEMATICAL MODELS; OPTIMIZATION; PERFORMANCE; PROCESS CONTROL;

EID: 0031576723     PISSN: 01681656     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0168-1656(97)00166-1     Document Type: Article
Times cited : (32)

References (33)
  • 2
    • 0022758683 scopus 로고
    • Generalized simulated annealing for function optimization
    • Bohachevsky I.O., Johson M.E., Stein M.L. Generalized simulated annealing for function optimization. Technometrics. 28:1986;209-217.
    • (1986) Technometrics , vol.28 , pp. 209-217
    • Bohachevsky, I.O.1    Johson, M.E.2    Stein, M.L.3
  • 4
    • 0030243170 scopus 로고    scopus 로고
    • The simplex-simulated annealing approach to continuous non-linear optimization
    • Cardoco M.F., Salcedo R.L., Feyo de Azevedo S. The simplex-simulated annealing approach to continuous non-linear optimization. Comput. Chem. Eng. 20:1996;1065-1080.
    • (1996) Comput. Chem. Eng. , vol.20 , pp. 1065-1080
    • Cardoco, M.F.1    Salcedo, R.L.2    Feyo De Azevedo, S.3
  • 6
    • 0344263302 scopus 로고
    • Biochemistry of cells in culture: Modeling
    • In: Doyle, A., Griffiths, J.B., Newel, D.G. (Eds.), Wiley, Chichester
    • Goergen, J.L., Marc, A., Engasser, J.M., 1994. Biochemistry of cells in culture: modeling. In: Doyle, A., Griffiths, J.B., Newel, D.G. (Eds.), Cell and Tissue Culture: Laboratory Procedures. Wiley, Chichester.
    • (1994) Cell and Tissue Culture: Laboratory Procedures
    • Goergen, J.L.1    Marc, A.2    Engasser, J.M.3
  • 8
    • 0028840869 scopus 로고    scopus 로고
    • Good modelling practice (GMP): An essential component of good manufacturing practice
    • Kell D.B., Sonnleitner B. Good modelling practice (GMP): an essential component of good manufacturing practice. Trends Biotechnol. 13:1996;481-492.
    • (1996) Trends Biotechnol. , vol.13 , pp. 481-492
    • Kell, D.B.1    Sonnleitner, B.2
  • 9
    • 0026923530 scopus 로고
    • A neural network architecture that computes its own reliability
    • Leonard J.A., Kramer M.A., Ungar L.H. A neural network architecture that computes its own reliability. Comp. Chem. Eng. 16:1992;819-835.
    • (1992) Comp. Chem. Eng. , vol.16 , pp. 819-835
    • Leonard, J.A.1    Kramer, M.A.2    Ungar, L.H.3
  • 10
    • 84978745066 scopus 로고
    • Control of bioreactor systems
    • In: Rehm, H.J., Reeds, G. (Eds.), Verlag Chemie, Weinheim
    • Lim, H.C., Lee, K.S., 1991. Control of bioreactor systems. In: Rehm, H.J., Reeds, G. (Eds.), Biotechnology, vol. 4. Verlag Chemie, Weinheim, pp. 509-560.
    • (1991) Biotechnology , vol.4 , pp. 509-560
    • Lim, H.C.1    Lee, K.S.2
  • 11
    • 0028484018 scopus 로고
    • Adequate use of measuring data in bioprocess modeling and control
    • Lübbert A., Simutis R. Adequate use of measuring data in bioprocess modeling and control. Trends Biotechnol. 12:1994;304-311.
    • (1994) Trends Biotechnol. , vol.12 , pp. 304-311
    • Lübbert, A.1    Simutis, R.2
  • 13
    • 0027948854 scopus 로고
    • A sub-optimal solution to the optimization of bioreactors using the chemotaxis algorithm
    • Montague G.A., Ward A.C. A sub-optimal solution to the optimization of bioreactors using the chemotaxis algorithm. Process Biochem. 29:1994;489-496.
    • (1994) Process Biochem. , vol.29 , pp. 489-496
    • Montague, G.A.1    Ward, A.C.2
  • 14
    • 0000672424 scopus 로고
    • Fast learning in networks of locally-tuned processing units
    • Moody J., Darken C. Fast learning in networks of locally-tuned processing units. Neural Comput. 1:1989;281-294.
    • (1989) Neural Comput. , vol.1 , pp. 281-294
    • Moody, J.1    Darken, C.2
  • 15
    • 0028207871 scopus 로고
    • Artificial neural networks: Studies in process modeling and control
    • Morris A.J., Montague G.A., Willis M.J. Artificial neural networks: studies in process modeling and control. Trans. IChemE. 72A:1994;3-19.
    • (1994) Trans. IChemE , vol.72 , pp. 3-19
    • Morris, A.J.1    Montague, G.A.2    Willis, M.J.3
  • 16
    • 0000916580 scopus 로고
    • Optimization of sampling
    • In: Rehm, H.J., Reeds, G. (Eds.), Verlag Chemie, Weinheim
    • Munack, A., 1991. Optimization of sampling. In: Rehm, H.J., Reeds, G. (Eds.), Biotechnology, vol. 4. Verlag Chemie, Weinheim, pp. 252-264.
    • (1991) Biotechnology , vol.4 , pp. 252-264
    • Munack, A.1
  • 17
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • Narendra K.S., Parthasarathy K. Identification and control of dynamical systems using neural networks. IEEE Trans. Neur. Netw. 1:1990;4-27.
    • (1990) IEEE Trans. Neur. Netw. , vol.1 , pp. 4-27
    • Narendra, K.S.1    Parthasarathy, K.2
  • 20
    • 21444441156 scopus 로고    scopus 로고
    • The use of hybrid modeling for the optimization of the penicillin fermentation process
    • Preusting H., Noordover H., Simutis R., Lübbert A. The use of hybrid modeling for the optimization of the penicillin fermentation process. Chimia. 50:1996;416-417.
    • (1996) Chimia , vol.50 , pp. 416-417
    • Preusting, H.1    Noordover, H.2    Simutis, R.3    Lübbert, A.4
  • 21
    • 0026806616 scopus 로고
    • A hybrid neural network, first principles approach to process modeling
    • Psichogios D.C., 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
  • 22
    • 0027835036 scopus 로고
    • A discussion of recent developments in fermentation monitoring and control from a practical perspective
    • Royce P.N. A discussion of recent developments in fermentation monitoring and control from a practical perspective. Crit. Rev. Biotechnol. 13(2):1993;117-149.
    • (1993) Crit. Rev. Biotechnol. , vol.13 , Issue.2 , pp. 117-149
    • Royce, P.N.1
  • 23
  • 26
    • 0028886439 scopus 로고
    • Bioprocess optimization and control: Application of hybrid modelling. Authors's reply to comments by G
    • Simutis R., Dors M., Lübbert A. Bioprocess optimization and control: application of hybrid modelling. Authors's reply to comments by G. F. Andrews, J. Biotechnol. 42:1995;285-290.
    • (1995) F. Andrews, J. Biotechnol. , vol.42 , pp. 285-290
    • Simutis, R.1    Dors, M.2    Lübbert, A.3
  • 27
    • 0342981802 scopus 로고    scopus 로고
    • Exploratory analysis of bioprocesses: Using artificial neural network-based methods
    • Simutis R., Lübbert A. Exploratory analysis of bioprocesses: using artificial neural network-based methods. Biotechnol. Prog. 13:1997;479-487.
    • (1997) Biotechnol. Prog. , vol.13 , pp. 479-487
    • Simutis, R.1    Lübbert, A.2
  • 28
    • 0343765813 scopus 로고    scopus 로고
    • A comparative study on random search algorithms for biotechnical process optimization
    • Simutis R., Lübbert A. A comparative study on random search algorithms for biotechnical process optimization. J. Biotechnol. 52:1997;245-256.
    • (1997) J. Biotechnol. , vol.52 , pp. 245-256
    • Simutis, R.1    Lübbert, A.2
  • 29
    • 0022736565 scopus 로고
    • Growth of Saccharomyces cerevisiae is controlled by the 1st limited respiratory capacity: Formulation and verification of a hypothesis
    • Sonnleitner B., Käppeli O. Growth of Saccharomyces cerevisiae is controlled by the 1st limited respiratory capacity: formulation and verification of a hypothesis. Biotechnol. Bioeng. 28:1986;927-937.
    • (1986) Biotechnol. Bioeng. , vol.28 , pp. 927-937
    • Sonnleitner, B.1    Käppeli, O.2
  • 32
    • 0028484335 scopus 로고
    • Modeling chemical processes using prior knowledge and neural networks
    • Thomson M.L., 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
    • Thomson, M.L.1    Kramer, M.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.