| Quality prediction and control of tube hollow | |
| Alternative Title | Quality prediction and control of tube hollow |
| Xiao Dong1; Wang Jichun1; Pan Xiaoli1; Mao Zhizhong1 | |
| 2011 | |
| Source Publication | JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY
 |
| ISSN | 1005-9784 |
| Volume | 18Issue:3Pages:767-772 |
| Abstract | 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. |
| Other Abstract | 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. |
| Keyword | STEEL TUBES BATCH seamless tubes cross piercing tube hollow quality control variance-staged multiway partial least square (MPLS) iterative optimal control |
| Indexed By | CSCD |
| Language | 英语 |
| Funding Project | [National Natural Science Foundation of China] |
| CSCD ID | CSCD:4222051 |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.imr.ac.cn/handle/321006/145054 |
| Collection | 中国科学院金属研究所 |
| Affiliation | 1.中国科学院金属研究所 2.辽宁大学 3.Baosteel Corp, Shanghai 201900, Peoples R China |
| Recommended Citation 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. |
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