Neural network modeling of temperature behavior in an exothermic polymerization process

Neurocomputing

Volumn 43, Issue 1-4, 2002, Pages 77-89

  Kuroda, Chiaki ^a   Kim, Jinyoung ^a  

^a TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

Emulsion polymerization; Exothermic reaction; Neural network modeling; Process dynamics; Thermal runaway

Indexed keywords

COMPUTER SIMULATION; COOLING; EMULSION POLYMERIZATION; REACTION KINETICS;

EXOTHERMIC REACTIONS;

NEURAL NETWORKS;

ARTICLE; ARTIFICIAL NEURAL NETWORK; CONTROL SYSTEM; CONTROLLED STUDY; COOLING; ENERGY BALANCE; HEATING; LEARNING; MATHEMATICAL MODEL; POLYMERIZATION; PREDICTION; PRIORITY JOURNAL; QUALITY CONTROL; RECALL; TEMPERATURE;

EID: 0036139698     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0925-2312(01)00621-X     Document Type: Article

References (10)

1. On-line calorimetric control of emulsion polymerization reactors
2. Use of neural networks for modeling of olefin polymerization on high pressure tubular reactors
3. Relief system design for exothermic runaway: The HSE strategy
4. Optimization of batch polymerization reactors: Modeling and experimental results for suspension polymerization of methylmethacrylate
5. Temperature control of highly exothermic batch polymerization reactors
6. Some lessons from thermal-runaway incidents
7. An evaluation of free volume approaches to describe the gel effect in free radical polymerization
8. A neural-network based model of bioreaction kinetics
9. A kinetic model for olefin polymerization in high-pressure tubular reactors: A review and update