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。
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.
作者
王国栋
刘振宇
张殿华
WANG Guodong;LIU Zhenyu;ZHANG Dianhua(State Key Laboratory of Rolling and Automation,Northeastern University,Shenyang 110819,China)
出处
《轧钢》
2021年第1期1-7,13,共8页
Steel Rolling
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
steel hot rolling
microstructure and property prediction
physical metallurgy model
artificial intelligence
machine learning
digital twin
cyber-physical system
intelligent manufacturing
