Quality prediction and control of tube hollow

IMR OpenIR

	Quality prediction and control of tube hollow
其他题名	Quality prediction and control of tube hollow
	Xiao Dong 1; Wang Jichun 1; Pan Xiaoli 1; Mao Zhizhong 1
	2011
发表期刊	JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY
ISSN	1005-9784
卷号	18 期号:3 页码:767-772
摘要	The quality prediction of tube hollow model based on the variance staged multiway partial least square (MPLS) method was proposed. The key aspects of staged decomposition of the productive data, calculation of the variance value, modeling, and on-lined prediction in the variance-staged MPLS method were introduced. Based on the model, iterative optimal control method was used for quality control of tube hollow. The experimental results show that the obvious benefits of this method are low maintenance cost, good real time function, high reliability precision, and practical application to on-line prediction and optimization on the quality of tube hollow.
其他摘要	The quality prediction of tube hollow model based on the variance staged multiway partial least square （MPLS） method was proposed. The key aspects of staged decomposition of the productive data, calculation of the variance value, modeling, and on-lined prediction in the variance-staged MPLS method were introduced. Based on the model, iterative optimal control method was used for quality control of tube hollow. The experimental results show that the obvious benefits of this method are low maintenance cost, good real time function, high reliability precision, and practical application to on-line prediction and optimization on the quality of tube hollow.
关键词	STEEL TUBES BATCH seamless tubes cross piercing tube hollow quality control variance-staged multiway partial least square (MPLS) iterative optimal control
收录类别	CSCD
语种	英语
资助项目	[National Natural Science Foundation of China]
CSCD记录号	CSCD:4222051
引用统计
文献类型	期刊论文
条目标识符	http://ir.imr.ac.cn/handle/321006/145054
专题	中国科学院金属研究所
作者单位	1.中国科学院金属研究所 2.辽宁大学 3.Baosteel Corp, Shanghai 201900, Peoples R China
推荐引用方式 GB/T 7714	Xiao Dong,Wang Jichun,Pan Xiaoli,et al. Quality prediction and control of tube hollow[J]. JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY,2011,18(3):767-772.
APA	Xiao Dong,Wang Jichun,Pan Xiaoli,&Mao Zhizhong.(2011).Quality prediction and control of tube hollow.JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY,18(3),767-772.
MLA	Xiao Dong,et al."Quality prediction and control of tube hollow".JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY 18.3(2011):767-772.