| RAL关于钢材热轧信息物理系统的研究进展 |
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| 引用本文： | 王国栋,刘振宇,张殿华.RAL关于钢材热轧信息物理系统的研究进展[J].轧钢,2021,38(1):1-7. |
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| 作者姓名： | 王国栋 刘振宇 张殿华 |
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| 作者单位： | 东北大学轧制技术及连轧自动化国家重点实验室,辽宁 沈阳 110819 |
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| 摘 要： | 回顾了轧制技术及连轧自动化国家重点实验室(RAL)关于热轧钢材组织性能预测与控制-热轧钢材信息物理系统(CPS)研究项目的发展历程,分析了各个发展阶段的主要研究内容和取得的重要进展及应用情况,最后展望了CPS应用于钢铁智能制造的前景。
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| 关 键 词： | 钢材热轧 组织性能预测 物理冶金模型 人工智能 机器学习 数字孪生 信息物理系统 智能制造 |
| 收稿时间： | 2021-01-03 |
Research progress on the cyber-physical system of steel hot rolling in RAL |
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| WANG Guodong,LIU Zhenyu,ZHANG Dianhua.Research progress on the cyber-physical system of steel hot rolling in RAL[J].Steel Rolling,2021,38(1):1-7. |
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| Authors: | WANG Guodong LIU Zhenyu ZHANG Dianhua |
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| Affiliation: | State Key Laboratory of Rolling and Automation,Northeastern University,Shenyang 110819,China |
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| Abstract: | The development of the prediction and control on the microstructure and properties, and the cyber-physical system (CPS) for hot rolled steels in RAL were reviewed, and the research topics, the important progress, and the application situation in the every step were analyzed. Finally, the future landscape of steel intelligent manufacture was envisioned. |
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| Keywords: | steel hot rolling microstructure and property prediction physical metallurgy model artificial intelligence machine learning digital twin cyber-physical system intelligent manufacturing |
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