In view of making use of predictive control approach as reference, the control increment for next step time is determined according to output error, error change and desired trajectory of the output variable at present. Using the weight by modified online with a fuzzy controller, a new mill load of real-time control method is proposed. The simulation research and practical application show that the proposed control strategy is simple and easy to be used in real control process and can obtain the perfect control results.