A fuzzy PI-controller for the control of the position of power-control rods in a nuclear reactor is given in our article. The reactor is represented by the mathematical model based on the pressure expression. The proposed control system was designed by using Matlab Fuzzy Toolbox. It was tested by typical input signals. The simulation of the control process and the presentation of the obtained results are done in Simulink.