Benzoic acid was crystallized in a T-mixer by mixing hydrochloric acid and
an acqueous sodium benzoate solution. Crystallization kinetics were determi
ned by population balance modeling and parameter estimation by nonlinear op
timization. The evaluation of several models showed that the model has to b
e carefully designed. The objective function is highly nonconvex. and the r
esults have to be scrutinized to identify the appropriate optimum. Growth-r
ate dispersion needs to be accounted for to obtain a reasonable description
of experimental product-size distribution. Six parameters of nucleation an
d growth kinetics were determined simultaneously in an optimization that in
cludes experimental product-size distributions from 14 experiments at 8 dif
ferent initial supersaturations. The interfacial energy calculated from the
corresponding nucleation parameter is 0.015 J/m(2). The exponent of the no
rmal power law growth-rate equation receives a value of 2.1, suggesting tha
t growth is controlled by surface integration. The becomes 2.9 if the logar
ithm of the supersaturation ration is used as the driving force. The coeffi
cient of variation of the growth-rate distribution depends only weakly on s
upersaturation and receives a value of 0.23 if this dependence is neglected
. The final model described experimental data well. The estimated parameter
s are physically reasonable and provide a physically reasonable description
of the entire experiment.