Abstract: The research of fuzzy system identification is very important for achieving satisfactory performance of fuzzy control in both theory and application aspects. The paper mainly discusses the recent research contents and methods of fuzzy structure and parameter identification. Based on the discussion, some problems of fuzzy modeling methods are also summarized and the research trend is proposed.