The project of designing and implementing model based predictive control on
the vacuum distillation column at the Nynashamn Refinery of Nynas AB is de
scribed in this paper. The paper describes in detail the modeling for the m
odel based control, covers the controller implementation, and documents the
benefits gained from the model based controller.