메뉴 건너뛰기




Volumn 11, Issue 4, 1998, Pages 507-515

Semi-mechanistic modeling of chemical processes with neural networks

Author keywords

[No Author keywords available]

Indexed keywords

CHEMICAL OPERATIONS; MATHEMATICAL MODELS;

EID: 0032131615     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0952-1976(98)00011-6     Document Type: Article
Times cited : (45)

References (14)
  • 1
    • 0025010309 scopus 로고
    • Use of Neural Nets for Dynamic Modeling and Control of Chemical Process systems
    • Bhat, N., McAvoy, T.J., 1990. Use of Neural Nets for Dynamic Modeling and Control of Chemical Process systems. Comp. Chem. Engng. 14, 573-83.
    • (1990) Comp. Chem. Engng. , vol.14 , pp. 573-583
    • Bhat, N.1    McAvoy, T.J.2
  • 2
    • 0038019936 scopus 로고
    • Issues in nonlinear stochastic grey-box identification
    • Copenhagen, Denmark
    • Bohlin, T., Graebe, S.E., 1994. Issues in nonlinear stochastic grey-box identification. In: Proc. of the IFAC SYSID '94 conf. Copenhagen, Denmark 3, 213-18.
    • (1994) Proc. of the IFAC SYSID '94 Conf. , vol.3 , pp. 213-218
    • Bohlin, T.1    Graebe, S.E.2
  • 3
    • 0030406831 scopus 로고    scopus 로고
    • Strategy for dynamic process modeling based on neural networks and macroscopic balances
    • van Can, H.J.L., te Braake, H.A.B., Hellinga, C., Luyben, K.ChA.M, Heijnen, J.J., 1996. Strategy for dynamic process modeling based on neural networks and macroscopic balances. AIChE J. 42, 3403-18.
    • (1996) AIChE J. , vol.42 , pp. 3403-3418
    • Van Can, H.J.L.1    Te Braake, H.A.B.2    Hellinga, C.3    Luyben, K.ChA.M.4    Heijnen, J.J.5
  • 4
    • 0343052706 scopus 로고    scopus 로고
    • An efficient model development strategy for bioprocesses based on neural networks in macroscopic balances; Part I
    • van Can, H.J.L., te Braake, H.A.B., Hellinga, C., Luyben, K.ChA.M, Heijnen, J.J., 1997. An efficient model development strategy for bioprocesses based on neural networks in macroscopic balances; Part I. Biotech. & Bioengng. 54, 549-66.
    • (1997) Biotech. & Bioengng. , vol.54 , pp. 549-566
    • Van Can, H.J.L.1    Te Braake, H.A.B.2    Hellinga, C.3    Luyben, K.ChA.M.4    Heijnen, J.J.5
  • 6
    • 0003419225 scopus 로고
    • Ph.D. thesis, Report 94-109-W, Department of Engineering Cybernetics, The Norwegian Institute of Technology, University of Trondheim, Norway.
    • Johansen, T.A., 1994. Operating Regime based Process Modeling and Identification. Ph.D. thesis, Report 94-109-W, Department of Engineering Cybernetics, The Norwegian Institute of Technology, University of Trondheim, Norway.
    • (1994) Operating Regime Based Process Modeling and Identification.
    • Johansen, T.A.1
  • 7
    • 0038540635 scopus 로고
    • Tools for semi-physical modeling
    • Copenhagen, Denmark 1994
    • Lindskog, P., Ljung, L., 1994. Tools for semi-physical modeling. Proc. of the IFAC SYSID '94 conf. Copenhagen, Denmark 1994 3, 237-42.
    • (1994) Proc. of the IFAC SYSID '94 Conf. , vol.3 , pp. 237-242
    • Lindskog, P.1    Ljung, L.2
  • 8
    • 0026806616 scopus 로고
    • A hybrid neural network - First principle approach to process modeling
    • Psichogios, D.C., Ungar, L.H., 1992. A hybrid neural network - first principle approach to process modeling. AIChE J. 38, 1499-1511.
    • (1992) AIChE J. , vol.38 , pp. 1499-1511
    • Psichogios, D.C.1    Ungar, L.H.2
  • 9
    • 0028356096 scopus 로고
    • Bioprocess optimization and control: Application of hybrid modeling
    • Schubert, J., Simutis, R., Dors, M., Havlik, I., Lübbert, A., 1994. Bioprocess optimization and control: application of hybrid modeling. J. Biotechnol. 35, 51-68.
    • (1994) J. Biotechnol. , vol.35 , pp. 51-68
    • Schubert, J.1    Simutis, R.2    Dors, M.3    Havlik, I.4    Lübbert, A.5
  • 13
    • 0028484335 scopus 로고
    • Modelling chemical processes using prior knowledge and neural networks
    • Thompson, M.L., Kramer, M.A., 1994. Modelling chemical processes using prior knowledge and neural networks. AIChE 40, 1328-40.
    • (1994) AIChE , vol.40 , pp. 1328-1340
    • Thompson, M.L.1    Kramer, M.A.2
  • 14
    • 0027557151 scopus 로고
    • Grey-box modeling and identification using physical knowledge and Bayesian techniques
    • Tulleken, H.J.A.F., 1993. Grey-box modeling and identification using physical knowledge and Bayesian techniques. Automatica 29, 285-308.
    • (1993) Automatica , vol.29 , pp. 285-308
    • Tulleken, H.J.A.F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.