메뉴 건너뛰기




Volumn 42, Issue 12, 1996, Pages 3403-3418

Strategy for Dynamic Process Modeling Based on Neural Networks in Macroscopic Balances

Author keywords

[No Author keywords available]

Indexed keywords

BIOCHEMICAL ENGINEERING; MATHEMATICAL MODELS;

EID: 0030406831     PISSN: 00011541     EISSN: None     Source Type: Journal    
DOI: 10.1002/aic.690421211     Document Type: Article
Times cited : (58)

References (20)
  • 2
    • 0028969090 scopus 로고
    • Dynamic Modelling of the Activated Sludge Process: Improving Prediction using Neural Network
    • Côte, M., B. P. A. Grandjean, P. Lessard, and J. Thibault, "Dynamic Modelling of the Activated Sludge Process: Improving Prediction using Neural Network," Wat. Res., 29, 995 (1995).
    • (1995) Wat. Res. , vol.29 , pp. 995
    • Côte, M.1    Grandjean, B.P.A.2    Lessard, P.3    Thibault, J.4
  • 3
    • 0024861871 scopus 로고
    • Approximating by Superposition of Sigmoidal Function
    • Cybenko, G., "Approximating by Superposition of Sigmoidal Function," Math. Control, Signals Syst., 2, 303 (1989).
    • (1989) Math. Control, Signals Syst. , vol.2 , pp. 303
    • Cybenko, G.1
  • 4
    • 0024668467 scopus 로고
    • Model Predictive Control: Theory and Practice - A Survey
    • Garcia, C. E., D. M. Prett, and M. Morari, "Model Predictive Control: Theory and Practice - a Survey," Automatica, 25, 335 (1989).
    • (1989) Automatica , vol.25 , pp. 335
    • Garcia, C.E.1    Prett, D.M.2    Morari, M.3
  • 6
    • 0026382928 scopus 로고
    • Encoding a priori Information in Feedforward Network
    • Joerding, W. H., and J. L. Meador, "Encoding a priori Information in Feedforward Network," Neural Networks, 4, 847 (1991).
    • (1991) Neural Networks , vol.4 , pp. 847
    • Joerding, W.H.1    Meador, J.L.2
  • 7
    • 0028840869 scopus 로고
    • GMP - Good Modelling Practice: An Essential Component of Good Manufacturing Practice
    • Kell, D. B., and B. Sonnleitner, "GMP - Good Modelling Practice: an Essential Component of Good Manufacturing Practice," TIBTECH, 13, 481 (1995).
    • (1995) TIBTECH , vol.13 , pp. 481
    • Kell, D.B.1    Sonnleitner, B.2
  • 10
    • 0026806616 scopus 로고
    • A Hybrid Neural Network First Principles Approach to Process Modeling
    • Psichogios, D. C., and L. H. Ungar, "A Hybrid Neural Network First Principles Approach to Process Modeling," AIChE J., 38, 1499 (1992).
    • (1992) AIChE J. , vol.38 , pp. 1499
    • Psichogios, D.C.1    Ungar, L.H.2
  • 11
    • 0028356096 scopus 로고
    • Bio-process Optimization and Control: Application of Hybrid Modelling
    • Schubert, J., R. Simutis, M. Dors, I. Havlik, and A. Lübbert, "Bio-process 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
  • 13
    • 0029253483 scopus 로고
    • Random Activation Weight Neural Net (RAWN) for Fast Non-iterative Training
    • te Braake, H. A. B., and G. van Straten, "Random Activation Weight Neural Net (RAWN) for Fast Non-iterative Training," Eng. Applic. Artif. Intell., 8, 71 (1995).
    • (1995) Eng. Applic. Artif. Intell. , vol.8 , pp. 71
    • Te Braake, H.A.B.1    Van Straten, G.2
  • 14
    • 0005780435 scopus 로고
    • Two Step Approach in Training of Regulated Activation Weights Neural Networks
    • Control Laboratory, Dept. of Electrical Engineering, Delft Univ. of Technology
    • te Braake, H. A. B., H. J. L. van Can, G. van Straten, and H. B. Verbruggen, "Two Step Approach in Training of Regulated Activation Weights Neural Networks," Internal report R95.043, Control Laboratory, Dept. of Electrical Engineering, Delft Univ. of Technology (1995).
    • (1995) Internal Report R95.043
    • Te Braake, H.A.B.1    Van Can, H.J.L.2    Van Straten, G.3    Verbruggen, H.B.4
  • 16
    • 0028484335 scopus 로고
    • Modeling Chemical Processes using Prior Knowledge and Neural Networks
    • Thompson, M. L., and M. A. Kramer, "Modeling Chemical Processes using Prior Knowledge and Neural Networks," AIChE J., 40, 1328 (1994).
    • (1994) AIChE J. , vol.40 , pp. 1328
    • Thompson, M.L.1    Kramer, M.A.2
  • 19
    • 0029199640 scopus 로고    scopus 로고
    • On Data-Based Modelling Techniques for Fermentation Processes
    • Warnes, M. R., J. Glassey, G. A. Montague, and B. Kara, "On Data-Based Modelling Techniques for Fermentation Processes," Process Biochem., 31, 147 (1996).
    • (1996) Process Biochem. , vol.31 , pp. 147
    • Warnes, M.R.1    Glassey, J.2    Montague, G.A.3    Kara, B.4
  • 20
    • 0028387642 scopus 로고
    • Neural Networks: Applications in Industry, Business and Science
    • Widrow, B., D. E. Rumelhart, and M. A. Lehr, "Neural Networks: Applications in Industry, Business and Science," Comm. of the ACM, 37, 93 (1994).
    • (1994) Comm. of the ACM , vol.37 , pp. 93
    • Widrow, B.1    Rumelhart, D.E.2    Lehr, M.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.