Thermal runaway of ethylene oxidation reactors: Prevision through neuronal networks

Chemical Engineering Science

Volumn 51, Issue 11, 1996, Pages 3107-3112

  Assaf, E M ^a   Giordano, R C ^a   Nascimento, C A O ^b  

^a FEDERAL UNIVERSITY OF SÃO CARLOS   (Brazil)

^b UNIVERSITY OF SÃO PAULO   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; CATALYSIS; COMPUTER SIMULATION; ETHYLENE; FINITE DIFFERENCE METHOD; LEARNING ALGORITHMS; NEURAL NETWORKS; OXIDATION; PARTIAL DIFFERENTIAL EQUATIONS; REACTION KINETICS;

FIXED BED REACTORS; THERMAL RUNAWAY SITUATIONS;

CHEMICAL REACTORS;

EID: 0030170527     PISSN: 00092509     EISSN: None     Source Type: Journal    
DOI: 10.1016/0009-2509(96)00205-9     Document Type: Article

References (8)

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2. ASSAF, E.M. - Modelagem dinâmica e aplicações de redes neurais no processo de oxidação do etileno, Ph. D. Thesis. DEQ-Escola Politécnica da Universidade de São Paulo, São Paulo, SP., Brasil, 1994.
3. BHAT, N.V. & MCAVOY, T. - Use of neural nets for dynamic modeling and control of chemical process systems, Computers & Chemical Engineering, 14(4/5), 573-583, 1990.
4. GIUDICI, R. - Modelagem de reator de oxidação de etileno: estudo de paramêtres térmicos e estratégia de diluição de catalisador, Ph. D. Thesis. DEQ-Escola Politécnica da Universidade de São Paulo, São Paulo, SP, Brasil, 1990.
5. MONTALVO ROBLES, A.; SAN JOSE,J.L. & FRANSSEN, F. - Modelo matemático de um circuito de sintesis para la producion de oxido de etileno, Revista del Instituto Mexicano del Petroleo, 69-79, 1973.
6. POLLARD, J.D. et al - Process identification using neural networks, Computers & Chemical Engineering, 16(4), 253-270, 1992.
7. RUMELHART, D. & MCCLELLAND, J. - Parallel distributed processing explorations in the microstruture of cognition, 1(8), MIT, Cambridge, 1986.
8. WESTERTERP, K.R. & PTASINSKI, K.J. - Safe design of cooled tubular reactors for exothermic, multiple reactions; parallel reactions -II, Chem. Eng. Sci., 39, 245-252, 1984.