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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)
Department信息服务与智能控制技术研究室
Source PublicationNeurocomputing
ISSN0925-2312
2015
Volume169Pages:457-469
Indexed BySCI ; EI ; CPCI(ISTP)
EI Accession number20152000858489
WOS IDWOS:000359170300051
Contribution Rank1
AbstractTo 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.
Language英语
WOS HeadingsScience & Technology ; Technology
WOS SubjectComputer Science, Artificial Intelligence
WOS KeywordSYSTEM ; STEEL ; TABLE ; MILLS
WOS Research AreaComputer Science
Citation statistics
Cited Times:7[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/16150
Collection信息服务与智能控制技术研究室
Corresponding AuthorZhu YL(朱云龙)
Affiliation1.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
Recommended Citation
GB/T 7714
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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