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一种软测量模型在线校正方法及应用
引用本文:孙瑜,陈刚. 一种软测量模型在线校正方法及应用[J]. 测控技术, 2009, 28(1)
作者姓名:孙瑜  陈刚
作者单位:西北工业大学自动化学院,陕西西安,710072;南京理工大学自动化学院,江苏南京,210094;南京理工大学自动化学院,江苏南京,210094
摘    要:
提出了一种软测量模型在线校正方法,该方法把变量之间相关性强弱的思想引入软测量模型校正中,根据变量相关性的强弱程度和性质来确定系数修正量的大小,提高了模型测量的实时性和灵活性,并将其成功应用于电石生产比电阻的软测量中.

关 键 词:软测量技术  在线校正  系数修正  相关系数

A New Online Correction Method for Soft Sensor Model and Its Application
SUN Yu,CHEN Gang. A New Online Correction Method for Soft Sensor Model and Its Application[J]. Measurement & Control Technology, 2009, 28(1)
Authors:SUN Yu  CHEN Gang
Affiliation:1.School of Automation;Northwestern Polytechnical University;Xi'an 710072;China;2.School of Automation;Nanjing University of Science and Technology;Nanjing 210094;China
Abstract:
A new online correction method for soft sensor model is presented.The correlation between variables is studied in the new soft sensor model correction method.In the method,the value of coefficient is determined by correlation coefficient and property of the variables,and the real-time performance and flexibility of the soft sensor model are improved.This method is successfully applied in the measurement of resistance value in the industrial process of calcium carbide manufacture.
Keywords:soft sensor  online correction  correction coefficient  correlation coefficient  
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