Generalizing mean generating function(MGF) into fuzzy set,fuzzy mean generating function (FMGF) is defined and a modelling scheme and its calculating procedure are suggested. Experiments of summer precipitation along the reaches of the Huaihe and the Changjiang Rivers result in that the scheme is suitable for longterm prediction with high accuracy.