首页> 外文期刊>鉄と鋼/Journal of the Iron and Steel Institute of Japan. >システム制禦技術の進展と鉄鋼製造プロセスへの適用
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システム制禦技術の進展と鉄鋼製造プロセスへの適用

机译:系统控制技术的进步及其在钢铁生产过程中的应用

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This paper describes the application of system control technology and the future view in a steel manufacturing process. In the steel manufac-turing process of Japan, new system control technologies have greatly contributed to the quality of a product, or improvement in the yield. Then, in steel making, a rolling process, etc., it looks down at the application example of control theory or intellectual system technology. Specifically, the optimal flux control system for converter, looper control of hot-rolling by adapted type robust control of and an is intro-duced. Mill setup modification control of hot-rolling and mill balance control of tandem cold mill are explained as know-how fusion type control. Moreover, expectable technologies will be introduced from now on for achievement of the left-behind subjects. Specifically, the view is described about the application in consideration of restricted conditions of the nonlinear optimal control, mixed logical Dynamical system (MLD), and reinforcement learning. As an application example, the learning result of the function by reinforcement learning is shown. Final-ly, rolling is made into an example and the paradigm of the next-generation intelligent control system of a steel process is introduced.
机译:本文描述了系统控制技术的应用以及在钢铁制造过程中的未来前景。在日本的钢铁制造过程中,新的系统控制技术极大地促进了产品质量或产量的提高。然后,在炼钢,轧制过程等中,着眼于控制理论或智能系统技术的应用实例。特别地,介绍了用于变流器的最佳磁通量控制系统,通过和的自适应型鲁棒控制进行热轧的活套控制。将热轧的轧机设置修改控制和串联冷轧机的轧机平衡控制解释为专有技术融合类型控制。此外,从现在开始将引入预期的技术来实现落后主题。具体地,在考虑了非线性最优控制,混合逻辑动力系统(MLD)和强化学习的受限条件的情况下描述了关于应用程序的视图。作为应用示例,示出了通过强化学习的功能学习结果。最后以轧制为例,介绍了新一代炼钢工艺智能控制系统的范例。

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