Inverse modeling applications in emulsion polymerization of vinyl acetate

Chemical Engineering Science

Volumn 59, Issue 15, 2004, Pages 3159-3167

  Fernandes, Fabiano A N ^a   Lona, Liliane M F ^b   Penlidis, Alexander ^c  

^a FEDERAL UNIVERSITY OF RIO GRANDE DO NORTE   (Brazil)

^b UNIVERSITY OF CAMPINAS   (Brazil)

^c UNIVERSITY OF WATERLOO   (Canada)

Author keywords

Emulsion; Modeling; Neural network; Polymerization

Indexed keywords

CHEMICAL REACTORS; EMULSIONS; ERROR ANALYSIS; MATHEMATICAL MODELS; NEURAL NETWORKS; POLYMERIZATION;

EMULSION POLYMERIZATION REACTORS; INVERSE MODELING;

VINYL RESINS;

EMULSION; NEURAL NETWORK; POLYMERIZATION;

EID: 3042742133     PISSN: 00092509     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ces.2004.04.003     Document Type: Article

References (7)

1. Fernandes, F.A.N., 2002. Modelagem e Simulação de Reatores de Polimerização e Caracterização de Poĺmeros. Ph.D. Thesis, Universidade Estadual de Campinas, Brazil.
2. Fernandes F.A.N. Lona L.M.F. Application of neural networks for the definition of the operating conditions of fluidized bed polymerization reactors Polymer Reaction Engineering Journal 10 2002 181-193
3. Gao J. Penlidis A. Mathematical modeling and computer simulator/database of emulsion polymerization Progress in Polymer Science 27 2002 403-535
4. Haykin S. Neural Networks: A Comprehensive Foundation 1998 Prentice-Hall New York
5. Nascimento C.A.O. Giudici R. Guardani R. Neural network based approach for optimization of industrial chemical processes Computers and Chemical Engineering 24 2000 2303-2314
6. Penlidis, A., 1986. Latex production technology. Reactor design considerations. Ph.D. Thesis, McMaster University, Canada.
7. Thibault J. Van Breusegem V. Cheruy A. On-line prediction of fermentation variables using neural networks Biotechnology and Bioengineering 36 1990 1041-1048