To improve the rolling effect and reduce the cost, rolling model analysis framework based on data is presented by using the Statistical Learning Theory (SLT).

• 为提高轧制精度并降低生产成本,本文将统计学习理论的思想引入了冷连轧轧制力能参数的分析中,建立了基于数据的轧制模型分析框架。