A new type of switched fuzzy system is proposed, which is based on clustering fuzzy sets. In the proposed fuzzy system, the premise part of the fuzzy model adopts clustering fuzzy sets and clustering membership functions. Firstly, the clustering switched fuzzy systems and the corresponding principles are studlied. Then, the multiple Lyapunov functions are used to confirm exponential stability conditions under the satisfying switched strategy of the minimum dwell time, and the corresponding switching law is designed. Finally, a simulation example illustrate the effectiveness of the proposed method.