Two time delay compensation techniques, the Smith predictor and the “analytical predictor”, are used to control top composition of a pilot scale distillation column. In each control scheme the predictive model consists of a first order plus time delay transfer function developed empirically from open-loop data. Experimental and simulation studies are used to evaluate the predictive control schemes and to compare their performance with conventional PI control.