Abstract The relation criterion of difference not beyond special value of the natural frequency and driving frequency is proposed. The reliability mode and the safety probability of the rotor system are defined as series mode, and the frequency reliability analysis method for avoiding the resonant is carried out. The reliability sensitivity analysis method for resonant problem of the rotor systems is studied by using the random perturbation technique, reliability theory and sensitivity technique. A numerical example has demonstrated that the proposed method is efficient and accurate.