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Design and application of generalized predictive control strategy with closed-loop identification for burn-through point in sintering process

机译:闭环辨识的烧结过程广义预测控制策略的设计与应用

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摘要

This paper presents a generalized predictive control (GPC) strategy with closed-loop model identification for burn-through point (BTP) control in the sintering process. First, the dynamic Auto-Regressive exogenous (ARX) model structure is defined to describe sintering process. Considering the economy and security, a closed-loop identification method is adopted to update the parameters of the model. Then, BTP predictive control model is established based on GPC algorithm to predict BTP accurately and to calculate the strand velocity. Finally, a BTP control system is established and implemented in an iron and steel plant. The running results show that the system effectively guarantees the stability of sintering process and suppresses the fluctuation of BTP.
机译:本文提出了一种具有闭环模型识别的广义预测控制(GPC)策略,用于烧结过程中的烧穿点(BTP)控制。首先,定义了动态自回归外生(ARX)模型结构来描述烧结过程。考虑到经济性和安全性,采用闭环辨识方法更新模型参数。然后,基于GPC算法建立了BTP预测控制模型,以准确预测BTP并计算线速度。最后,在钢铁厂中建立并实施了BTP控制系统。运行结果表明,该系统有效地保证了烧结过程的稳定性,抑制了BTP的波动。

著录项

  • 来源
    《Control Engineering Practice》 |2012年第10期|p.1065-1074|共10页
  • 作者单位

    School of Information Science and Engineering, Central South University, Hunan Engineering Laboratory for Advanced Control and Intelligent Automation, Changsha, Hunan 410083, China;

    School of Information Science and Engineering, Central South University, Hunan Engineering Laboratory for Advanced Control and Intelligent Automation, Changsha, Hunan 410083, China;

    School of Information Science and Engineering, Central South University, Hunan Engineering Laboratory for Advanced Control and Intelligent Automation, Changsha, Hunan 410083, China;

    School of Information Science and Engineering, Central South University, Hunan Engineering Laboratory for Advanced Control and Intelligent Automation, Changsha, Hunan 410083, China;

    School of Information Science and Engineering, Central South University, Hunan Engineering Laboratory for Advanced Control and Intelligent Automation, Changsha, Hunan 410083, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    sintering process; burn-through point; ARX model; closed-loop identification; predictive control;

    机译:烧结过程烧穿点ARX模型;闭环识别;预测控制;

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