A detailed mathematical model was developed to describe the operation
of free-radical solution styrene tubular polymerization reactors. Expe
riments were carried out and good agreement between steady-state model
and experimental results was reached. It was also shown that the deta
iled model might be successfully replaced by a much simpler model, whi
ch may be implemented on-line for control purposes. Additional dynamic
experimental results showed that jacket temperature perturbations may
lead to oscillatory dynamic responses and that internal velocity prof
iles can be very distorted even at low polymer concentrations. A model
predictive control, with a hybrid neural network internal model, was
then implemented both theoretically and experimentally, allowing the s
uccessful control of monomer conversion.