A hybrid soft sensor for measuring hot-rolled strip temperature in the laminar cooling process
文献类型：期刊论文
| 作者 | Pian JX(片锦香) ; Zhu YL(朱云龙)
|
| 刊名 | Neurocomputing
 |
| 出版日期 | 2015 |
| 卷号 | 169页码:457-469 |
| ISSN号 | 0925-2312 |
| 通讯作者 | 朱云龙 |
| 产权排序 | 1 |
| 中文摘要 | 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. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | SYSTEM ; STEEL ; TABLE ; MILLS |
| 收录类别 | SCI ; EI ; CPCI（ISTP） |
| 语种 | 英语 |
| WOS记录号 | WOS:000359170300051 |
| 源URL | [http://ir.sia.ac.cn/handle/173321/16150]  |
| 专题 | 沈阳自动化研究所_信息服务与智能控制技术研究室 |
| 推荐引用方式 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. |
入库方式： OAI收割
来源：沈阳自动化研究所
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