In this paper, we will design a Fuzzy Smith Predictor (FSP), then we will model, simulate and analyze it using colored Fuzzy Petri networks, then we will compare it with a conventional proportional integral controller. The main objective of this research is to reduce the delay time of the wind turbine system and to increase its reliability, in the other side, to improve the response and stability of the operating point of the mechanical energy and reduce vibration caused by the delay time in the system.