Abstract: This study is devoted to the determination of an optimal PID regulator which minimizes the settling time of a blower system. Giving the high order of the mathematical model of such a system, the optimization of the regulator parameters is done by genetic algorithms. A discussion on the possibility of the existence of an overshoot is presented. Simulation results confirm the good performances of the implemented control system.