Based on the Pedrycz's reference fuzz sets, the paper presents an on-line identification algorithm for fuzzy systems which can on-line update the fuzzy model. The method proposed is useful for further analysis and development of the fuzzy model. An example is given to illustrate the on-line identification of the fuzzy model.