We have studied how to generate a fuzzy logic controller whose output is identical to that of a given PI controller. Based on this study, we have analyzed what makes the fuzzy logic controller perform better than the PI controller. We have also designed and manufactured a laboratory equipment for the swell and shrink effects to the water level by opening and closing the steam dump valve. An analysis was performed on how the time delay effects are linked to the physical states of the steam. (Author).