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A hybrid soft sensor for measuring hot-rolled strip temperature in the laminar cooling process
Pian JX(片锦香); Zhu YL(朱云龙)
作者部门信息服务与智能控制技术研究室
发表期刊Neurocomputing
ISSN0925-2312
2015
卷号169页码:457-469
收录类别SCI ; EI ; CPCI(ISTP)
EI收录号20152000858489
WOS记录号WOS:000359170300051
产权排序1
摘要To overcome the difficulties associated with the frequently varying operating conditions of the laminar cooling process and measuring the strip temperature in the cooling process online, a soft sensor model of the hot-rolled strip is proposed which combines mathematical and hybrid intelligent methods. The proposed approach is based on computational intelligence techniques, where RBF neural networks, CBR and fuzzy logic reasoning are employed to estimate process parameters for predicting the coiling temperature of the strips. A number of simulation tests using industrial data are conducted where the desired numerical results are obtained. It has been shown that the proposed soft sensor has a high potential for being used to effectively measure the strip temperature in the laminar cooling process.
语种英语
WOS标题词Science & Technology ; Technology
WOS类目Computer Science, Artificial Intelligence
关键词[WOS]SYSTEM ; STEEL ; TABLE ; MILLS
WOS研究方向Computer Science
引用统计
被引频次:6[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/16150
专题信息服务与智能控制技术研究室
通讯作者Zhu YL(朱云龙)
作者单位1.School of Information and Control Engineering, Shenyang Jianzhu University, Shenyang, China
2.CAS Key Laboratory of Networked Control System, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
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Pian JX,Zhu YL. A hybrid soft sensor for measuring hot-rolled strip temperature in the laminar cooling process[J]. Neurocomputing,2015,169:457-469.
APA Pian JX,&Zhu YL.(2015).A hybrid soft sensor for measuring hot-rolled strip temperature in the laminar cooling process.Neurocomputing,169,457-469.
MLA Pian JX,et al."A hybrid soft sensor for measuring hot-rolled strip temperature in the laminar cooling process".Neurocomputing 169(2015):457-469.
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