Artificial neural network models were used to investigate the density,viscosity and excess molar volume of a ternary mixture.The results were satisfactory when compared with the experimental values.This method was easy in operation and rapid in prediction comparing with the traditional thermodynamical methods based on empirical or semiempirical equations.It can be used as a unified method for the property prediction of multicomponent mixture.