| 热连轧活套系统的数据驱动预测控制 |
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| 引用本文： | 张晓东,石娜.热连轧活套系统的数据驱动预测控制[J].哈尔滨理工大学学报,2013(5):61-64. |
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| 作者姓名： | 张晓东 石娜 |
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| 作者单位： | [1]中国石油大学（华东）,计算机与通信工程学院山东青岛266580 [2]大庆市采油四厂二矿,黑龙江大庆163511 |
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| 基金项目： | 山东省自然基金（ZR2012FL16）;中央高校基本科研业务费专项资金（14CX02029A）. |
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| 摘 要： | 针对热连轧活套高度和张力系统的双输入双输出强耦合特性,提出了基于数据驱动预测控制策略.基于子空间辨识方法,利用离线和在线输入输出数据直接辨识控制器参数,避开模型辨识的过程,同时基于预测控制原理,利用未来输入和已经测得的数据信息,预估未来输出,充分利用预测信息设计控制器,在下一个采样周期开始新的循环.该方法能够提高控制精确度,具有较强的扰动抑制能力.仿真结果表明该方法的可行性和较好的控制效果.
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| 关 键 词： | 数据驱动 预测控制 活套系统 热连轧 |
Data-driven Predictive Control For Looper Control System in Hot Strip Rolling |
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| ZHANG Xiao-dongI,SHI Na.Data-driven Predictive Control For Looper Control System in Hot Strip Rolling[J].Journal of Harbin University of Science and Technology,2013(5):61-64. |
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| Authors: | ZHANG Xiao-dongI SHI Na |
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| Affiliation: | 2 ( 1. Computer and Communication Engineering College, China University of Petroleum, Qingdao 266580, China; 2. NO. 2 Mine of the Fourth Oil Production Plant, Daqing 163511, China) |
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| Abstract: | A data-driven control strategy based on predictive control theory is proposed for looper system of hot strip rolling with double inputs and outputs strong coupling characteristic. Based on subspace identification method, using online and offline data, the controller is designed directly and the model identification process of looper sys- tem is avoided. Based on the predictive control theory, using the measured input and output data and future input data, the future output data can be estimated. The predictive information can used to design the controller and both the ability of rejecting disturbance and control accuracy are improved. Simulation results show that the control strat- egy is effective and has a better control performance. |
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| Keywords: | data-driven predictive control looper system hot strip rolling |
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