| 基于SVM的轧机油膜厚度补偿模型的建立 |
| |
| 引用本文： | 张利红,梁英波,李晋. 基于SVM的轧机油膜厚度补偿模型的建立[J]. 机床与液压, 2012, 40(15): 65-67 |
| |
| 作者姓名： | 张利红 梁英波 李晋 |
| |
| 作者单位： | 周口师范学院物理与电子工程系,河南周口,466001 |
| |
| 基金项目： | 河南省科技厅科技攻关项目(122102210170);周口师范学院青年教师基金项目(2012QNB07) |
| |
| 摘 要： | 研究单机架热轧中厚板轧机的油膜厚度补偿问题,利用SVM方法建立了轧机油膜厚度补偿模型,并对回归预测结果进行分析,同时与成熟的基于Reynolds方程的轧机相对油膜厚度补偿方法进行比较,结果表明:采用基于SVM的轧机油膜厚度补偿模型可以对轧机油膜厚度进行良好的补偿,补偿精度较好.
|
| 关 键 词： | SVM 油膜厚度补偿 统计学习理论 |
Establishment of Mathematical Model for Rolling Mill Oil Film Thickness Compensation Based on SVM |
| |
| ZHANG Lihong , LIANG Yingbo , LI Jin. Establishment of Mathematical Model for Rolling Mill Oil Film Thickness Compensation Based on SVM[J]. Machine Tool & Hydraulics, 2012, 40(15): 65-67 |
| |
| Authors: | ZHANG Lihong LIANG Yingbo LI Jin |
| |
| Affiliation: | (Department of Physics and Engineering,Zhoukou Normal University,Zhoukou Henan 466001,China) |
| |
| Abstract: | The problem of oil film compensation in single-stand hot strip rolling mill was researched.The model of rolling mill oil film thickness compensation based on SVM was established.The regression and forecasting results of the simulation were analyzed.At the same time,the method was compared with the one based on Reynolds equation.The results show that rolling mill oil film thickness can be compensated efficiently,with a good precision. |
| |
| Keywords: | SVM Oil film thickness compensation Statistical learning theory |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
