A new method, multiscale entropy (MSE) is introduced, which can extract the fault feature from the signals. The concepts of sample entropy and multisc ale entropy are introduced firstly, and then they are used to measure the complexity of rotor signals. By analyzing rotor experimental data, the results show that,compared with sample entropy, multiscale entropy can distinguish the fault categories of rotor more effectively.