Based on the changing characteristics and different factors of the grinding temperature, this paper analyzes advantages and disadvantages of Artificial Neural Network forecasting model and Grey Theory forecasting model GM( 1, 1) in applying to grinding temperature of on-line supervising and forecasting. This paper also propounds a new synthesized forecasting model ANN_GM( 1, 1) and studies this new model through the theory analysis and process experiments.