Study of the Fouling Characteristics of Arc Pipe Based on Principal Component Analysis and Partial Least Squares

被引：1
|
作者：
Song Jingdong [1 ]
Wen Xiaoqiang [1 ]
机构：
[1] NE Dianli Univ, Grad Sch, Jilin, Peoples R China
来源：
MANUFACTURING SCIENCE AND MATERIALS ENGINEERING, PTS 1 AND 2 | 2012年 / 443-444卷
关键词：
principal component; PLS; arc pipe; fouling characteristic; prediction;
D O I：
10.4028/www.scientific.net/AMR.443-444.731
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
An experimental platform of arc pipe was built to measure the corresponding parameters of fouling and the equation of fouling characteristics was built based on principal component analysis and partial least squares, in which there are several input variables such as input and output temperature, wall temperature, flow rate and so on, and there is only one output variables fouling resistance. In order to compare with the five-input-variables equation, the six-input-variables equation was also built. The prediction results show the model built in this paper is reasonable and feasible.
引用
收藏
页码：731 / 737
页数：7
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