Dynamic process simulations are increasingly popular for modeling the transient responses of distillation columns. The effectiveness of these simulations greatly depends on the models used to represent the hydraulics of a distillation column. In this paper, using transient data from FRIâs distillation columns, models for estimating the dynamics of distillation columns will be examined and evaluated.