메뉴 건너뛰기




Volumn 2, Issue , 2004, Pages

Combined mechanistic and empirical modelling

Author keywords

Gray Box Modelling; Hybrid Modelling; Multivariate Adaptive Regression Splines

Indexed keywords

BACKPROPAGATION; ERROR ANALYSIS; MULTIVARIABLE CONTROL SYSTEMS; NEURAL NETWORKS; REGRESSION ANALYSIS;

EID: 18444363052     PISSN: 15426580     EISSN: 15426580     Source Type: Journal    
DOI: 10.2202/1542-6580.1128     Document Type: Article
Times cited : (33)

References (27)
  • 1
    • 0012355497 scopus 로고    scopus 로고
    • Comparison of methods for training grey-box neural network models
    • Acuña, G., Cubillos, F., Thibault, J., Latrille, E., "Comparison of Methods for Training Grey-Box Neural Network Models", Computers Chem. Engng., Vol. 23 Suppl., S561-S564 (1999).
    • (1999) Computers Chem. Engng. , vol.23 , Issue.SUPPL.
    • Acuña, G.1    Cubillos, F.2    Thibault, J.3    Latrille, E.4
  • 2
    • 0000501656 scopus 로고
    • Information theory and an extension of the maximum likelihood principle
    • Akaike, H., "Information Theory and an Extension of the Maximum Likelihood Principle", In "Second International Symposium on Information Theory", 267-281 (1973).
    • (1973) Second International Symposium on Information Theory , pp. 267-281
    • Akaike, H.1
  • 6
    • 0033612096 scopus 로고    scopus 로고
    • Applications of orthogonal arrays and MARS to inventory forecasting stochastic dynamic programs
    • Chen, V.C.P., "Applications of Orthogonal Arrays and MARS to Inventory Forecasting Stochastic Dynamic Programs", Comput. Stat. Data Anal., Vol. 30, 317-341 (1999).
    • (1999) Comput. Stat. Data Anal. , vol.30 , pp. 317-341
    • Chen, V.C.P.1
  • 7
    • 0027642557 scopus 로고
    • A comparison of two nonparametric estimation schemes: MARS and neural networks
    • De Veaux, R.D., Psichogios, D.C., Ungar, L.H., "A Comparison of Two Nonparametric Estimation Schemes: MARS and Neural Networks", Computers Chem. Engng., Vol. 17, 819-837 (1993).
    • (1993) Computers Chem. Engng. , vol.17 , pp. 819-837
    • De Veaux, R.D.1    Psichogios, D.C.2    Ungar, L.H.3
  • 9
    • 0037425498 scopus 로고    scopus 로고
    • Hybrid models combining mechanistic models with multivariate adaptive regression splines and local stepwise regression
    • Duarte, B.P.M., and Saraiva, P.M. "Hybrid Models Combining Mechanistic Models with Multivariate Adaptive Regression Splines and Local Stepwise Regression", Ind. Eng. Chem. Res., Vol. 42, 99-107 (2003).
    • (2003) Ind. Eng. Chem. Res. , vol.42 , pp. 99-107
    • Duarte, B.P.M.1    Saraiva, P.M.2
  • 12
    • 0002432565 scopus 로고
    • Multivariate adaptive regression splines
    • Friedman, J.H., "Multivariate Adaptive Regression Splines", The Annals of Statistics, Vol. 19, 1-141 (1991).
    • (1991) The Annals of Statistics , vol.19 , pp. 1-141
    • Friedman, J.H.1
  • 15
    • 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", Computers Chem. Engng., Vol. 16, 819-835 (1992).
    • (1992) Computers Chem. Engng. , vol.16 , pp. 819-835
    • Leonard, J.A.1    Kramer, M.A.2    Ungar, L.H.3
  • 17
    • 0026403834 scopus 로고
    • Direct and indirect model based control using artificial neural networks
    • Psichogios, D.C. and Ungar, L.H., "Direct and Indirect Model Based Control Using Artificial Neural Networks", Ind. Engng. Chem. Res., Vol. 30, 2564-2573 (1991).
    • (1991) Ind. Engng. Chem. Res. , vol.30 , pp. 2564-2573
    • Psichogios, D.C.1    Ungar, L.H.2
  • 18
    • 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 Journal, Vol. 38, 1499-1511 (1992).
    • (1992) AIChE Journal , vol.38 , pp. 1499-1511
    • Psichogios, D.C.1    Ungar, L.H.2
  • 19
    • 0001098776 scopus 로고
    • A universal prior for integers and estimation by minimum description length
    • Rissanen, J., "A Universal Prior for Integers and Estimation by Minimum Description Length", Annals of Statistics, Vol. 11, 416-431 (1983).
    • (1983) Annals of Statistics , vol.11 , pp. 416-431
    • Rissanen, J.1
  • 20
    • 0028378552 scopus 로고
    • Hybrid modeling of yeast production processes - A combination of a priori knowledge on different levels of sophistication
    • Schubert, J., Simutis, R., Dors, M., Havlíc, I., Lübbert, A., "Hybrid Modeling of Yeast Production Processes - a Combination of a Priori Knowledge on Different Levels of Sophistication", Chem. Eng. Technol., Vol. 17, 10-20 (1994).
    • (1994) Chem. Eng. Technol. , vol.17 , pp. 10-20
    • Schubert, J.1    Simutis, R.2    Dors, M.3    Havlíc, I.4    Lübbert, A.5
  • 22
    • 18444371646 scopus 로고    scopus 로고
    • Inteligent system applications: A technology licencor's perspective
    • Shum, S.K. and Myers, D.R., "Inteligent System Applications: a Technology Licencor's Perspective", In "AIChE Symposium Series", Vol. 92, 311-314 (1996).
    • (1996) AIChE Symposium Series , vol.92 , pp. 311-314
    • Shum, S.K.1    Myers, D.R.2
  • 25
    • 0028484335 scopus 로고
    • Modeling chemical processes using prior knowledge and neural networks
    • Thompson, M.L., Kramer, M.A., "Modeling Chemical Processes Using Prior Knowledge and Neural Networks", AIChE Journal, Vol. 40, 1328-1340 (1994).
    • (1994) AIChE Journal , vol.40 , pp. 1328-1340
    • Thompson, M.L.1    Kramer, M.A.2
  • 26
    • 0030406831 scopus 로고    scopus 로고
    • Strategy for dynamic process modeling based on neural networks and macroscopic balances
    • Van Can, H.J.L., Hellinga, C., Luyben, K.C.A.M., Heijnen, J., Braake, H.A.B., "Strategy for Dynamic Process Modeling Based on Neural Networks and Macroscopic Balances", AIChE Journal, Vol. 42, 3403-3418 (1996).
    • (1996) AIChE Journal , vol.42 , pp. 3403-3418
    • Van Can, H.J.L.1    Hellinga, C.2    Luyben, K.C.A.M.3    Heijnen, J.4    Braake, H.A.B.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.