1.Key Lab of Industrial Computer Control Engineering of Hebei Province, Qinhuangdao,Hebei 066004, China;
2. National Engineering Research Center for Equipment and Technology of Cold Strip Rolling, Qinhuangdao,Hebei 066004, China
Abstract：A reasonable rolling schedule is a strong guarantee for the quality of aluminum strip and the low power consumption of mill. This procedure set put forward multi-objective function to prevent skidding and balanced four mill power, establish a rolling force model based on Support Vector Regression to replace the traditional mathematical model and improve the accuracy of the prediction of the rolling force effectively. At the same time, it uses Gravitational Search Algorithm to optimize the rolling schedule. The algorithm can not only be able to prevent falling into local extremum point, but also avoid a blind search. So it improved the speed of evolution greatly.This procedure used in the finishing part of“1+4”aluminum hot strip in Henan province, the rolling procedure effect is ideal and it has a guiding significance for the secondary setting calculation.
［1］胡浩平,伍清河,费庆,等.热轧中板轧制变形规程的优化设计［J］.北京理工大学学报,2006,26(7):569-573.
［2］王伟,陈殿生,魏洪兴,等. 装载机载重测量的支持向量机软测量建模方法［J］.计量学报,2008,29(4):329-333.
［3］白振华,连家创,王骏飞.冷连轧机以预防打滑为目标的压下规程优化研究［J］.钢铁,2003,38(10):35-39.
［4］赵新秋,王艳胜,郑剑,等.基于混洗蛙跳算法的冷连轧轧制规程优化［J］.钢铁,2012,47(5) :49-53.
［5］张新明.铝热连轧原理与技术［M］.长沙:中南大学出版社,2010.
［6］邓乃扬,田英杰.数据挖掘中的新方法—支持向量机［M］.北京:科学出版社,2004.
［7］Shi X Z, Zhou J, Wu B B, et al. Support vector machines approach to mean particle size of rock fragmentation［J］. Transaction of Nonferrous Metals Society of China. 2012,22(2): 432-441.
［8］郭辉,刘贺平,王玲.支持向量回归机参数选择方法及其应用研究［J］.系统仿真学报,2006,18(7):2033-2036.
［9］国宁,李萍,薛克敏.支持向量机在拉深筋设计中的应用［J］.塑性工程学报,2010,17(1):62-65.
2015, Vol. 36 
