引用本文:张飞, 童朝南, 李江昀.基于KPLS和TD的热连轧精轧末架微调AGC[J].控制理论与应用,2008,25(1):87~90.[点击复制]
ZHANG Fei, TONG Chao-nan, LI Jiang-yun.Micro adjustment AGC of last stand in hot finishing mill based on KPLS and TD[J].Control Theory and Technology,2008,25(1):87~90.[点击复制]
基于KPLS和TD的热连轧精轧末架微调AGC
Micro adjustment AGC of last stand in hot finishing mill based on KPLS and TD
摘要点击 2150  全文点击 1514  投稿时间:2006-04-27  修订日期:2006-11-10
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DOI编号  10.7641/j.issn.1000-8152.2008.1.015
  2008,25(1):87-90
中文关键词  核方法  核偏最小二乘  跟踪微分器  热连轧  自动厚度控制
英文关键词  kernel method  kernel partial least squares (KPLS)  tracking differentiator (TD)  hot rolling  automatic gauge control (AGC)
基金项目  国家发改委高技术产业化项目基金资助项目(发改办高技[2005]1899); 北京市教委重点学科共建项目(XK100080537).
作者单位
张飞, 童朝南, 李江昀 北京科技大学信息工程学院, 北京100083 
中文摘要
      热连轧传统的厚度控制方式主要依靠精轧机组下游机架的监控AGC(automatic gauge control)来消除厚差, 易造成末架调节量过大, 对板形产生非常不利的影响. 为此提出一种基于KPLS(kernel partial least squares)和TD(tracking differentiator)的热连轧精轧末架微调AGC, 通过对前一卷带钢轧制信息进行非线性特征抽取, 找出F5, F6机架间过程变量的关系, 从而可以在F6机架保持辊缝和压力基本不变的前提下, 仅通过调节F5机架的辊缝而使厚度精度达到控制要求. 现场实验证明了这一观点.
英文摘要
      Conventional thickness control of hot rolling mainly depends on the monitoring automatic gauge control(AGC) of downstream stands to reduce thickness deviation. This method brings excessive adjustment on the last stand, and has passive effects on profile. In order to alleviate this influence, micro adjustment AGC of last stand in hot finishing mill based on kernel partial least squares (KPLS) and tracking differentiator (TD) is proposed in this paper. It established relations between F5 and F6 stands’process variables through nonlinear feature extraction from rolling information of previous strip. Accordingly, the thickness precision can be reached by regulating the gap of F5 while keeping the F6 gap and force basically constant. Field experiment also proves this idea.