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This paper presents a method which improves the thickness of the prediction model. At the same time, it builds up a SVM prediction model based on MATLAB simulation experiment. By comparing the simulation curves of the mechanism model and SVM regression prediction, it apparently can be seen that thickness-output precision effectively improved, which is good to on-line identification of the thickness control.

The Analysis of the Thickness-predictive Model Based on the SVM