proposes 6 prediction methods, including time series method (TSM), regression methods
(RM), gray method(GM),artificial neural networks(ANN), fractal method (FM) and maximum entropy method(MEM). Neverthe-less, this paper devotes to comparing regression methods and then forecasting the freight volume.