In this paper, a method applied to performance evaluation for aircraft dynamic use based on fuzzy c-means clustering after data pretreatment is presented. The process of clustering-analysis and the result of clustering are described in detail by an example. This application result shows that this method is scientific rational and corresponds to actual situation.