Abstract: Combining the radial basis network and traditional methods of structural damage detection and taking damage depth as detect target, the cantilever beam damage in gap form was evaluated. The simulation of the damage to the structure by using the finite element method and MATLAB software, and the experimental data are used to validate the proposed method, and the results proved its feasibility, providing a basis for the further implementation of structural health monitoring of aircraft, which has a certain guiding significance.