| 灰色软测量在介质填充率检测中的应用研究 |
| |
| 引用本文： | 李勇,邵诚.灰色软测量在介质填充率检测中的应用研究[J].中国矿业大学学报,2006,35(4):549-554. |
| |
| 作者姓名： | 李勇 邵诚 |
| |
| 作者单位： | 大连理工大学先进控制技术研究所,辽宁大连116024 |
| |
| 摘 要： | 通过对磨矿过程原理的分析，提出了基于径向基（RBF）网络的软测量方法，对以往无法在线检测的球磨机关键参数——介质填充率进行实时估计．针对现有软测量辅助变量选择方法存在的问题，结合灰关联分析理论，提出了一致关联度算法，并应用该算法实现了介质填充率软测量建模中辅助变量的选择．仿真结果表明，该软测量方法估计的平均相对误差保持在0．7％以下，可满足实际需要．同时，一致关联度算法可以准确的提取变量间的相关性，是一种有效的辅助变量选择方法．
|
| 关 键 词： | 介质填充率 径向基网络 软测量 一致关联度 |
| 文章编号： | 1000-1964(2006)04-0549-06 |
| 收稿时间： | 04 3 2005 12:00AM |
| 修稿时间： | 2005年4月3日 |
Application Research of Grey Soft Sensor for Charge Ratio of Media |
| |
| LI Yong, SHAO Cheng.Application Research of Grey Soft Sensor for Charge Ratio of Media[J].Journal of China University of Mining & Technology,2006,35(4):549-554. |
| |
| Authors: | LI Yong SHAO Cheng |
| |
| Affiliation: | Institute of Advanced Control Technology, Dalian University of Technology, Dalian,Liaoning 116024, China |
| |
| Abstract: | Through analyzing the ball milling process,and based on radiate basis function(RBF) network,a soft sensor method was presented to estimate the ball mill's charge ratio of media(CRM) on line,which couldn't be measured on line in the past.Combining grey relation analysis,a uniform-incidence-degree arithmetic was proposed to determine the secondary variables of soft sensor.Simulation results show that the mean relative error of the soft sensing method is less than 0.7% and can meet the practical demands.Meanwhile,uniform incidence degree arithmetic can exactly obtain the correlation between variables,which is an effective way to select secondary variables. |
| |
| Keywords: | charge ratio of media radiate basis network soft sensor uniform incidence degree |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
