The mathematical model of a grouting machine cement-weighting system is transformed into a sort of controlled auto-regressive integrated moving average (CARIMA) model. A generalized predictive control method for the cement-weighting. This new control strategy can efficiently eliminate the influence of uncertain perturbations and non-linearity and can enhance control precision and dynamic qualities.