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| 间歇过程模糊预测学习控制器的设计与仿真 | |
| 引用本文： | 冯冬青,李玮,费敏锐,陈铁军.间歇过程模糊预测学习控制器的设计与仿真[J].系统仿真学报,2007,19(13):3018-3021. |
| 作者姓名： | 冯冬青 李玮 费敏锐 陈铁军 |
| 作者单位： | 1. 郑州大学信息与控制研究所,郑州,450002;上海大学机电工程与自动化学院,上海,200072 2. 郑州大学信息与控制研究所,郑州,450002 3. 上海大学机电工程与自动化学院,上海,200072 |
| 基金项目： | 高等学校博士学科点专项科研项目;河南省自然科学基金 |
| 摘 要： | 针对工业间歇过程的控制问题，分析比较了现有的两类反馈-前馈迭代学习算法在解决工业间歇过程控制系统滞后问题上的缺陷，采用T-S模糊预测模型，在原有反馈-前馈迭代学习算法基础上引入预测思想，研究了基于模糊预测的迭代学习算法，并设计了一种模糊预测学习控制器。以具有滞后、变参数特性的间歇过程为例，进行了仿真研究，验证了提出方法的有效性。 |
| 关 键 词： | 间歇过程 模糊模型预测 迭代学习控制 MATLAB仿真 |
| 文章编号： | 1004-731X（2007）13-3018-04 |
| 收稿时间： | 2006-05-29 |
| 修稿时间： | 2006-05-292006-12-25 |
Design and Simulation of Fuzzy Predictive Learning Controller for Batch Process |
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| FENG Dong-qing,LI Wei,FEI Min-rui,CHEN Tie-jun.Design and Simulation of Fuzzy Predictive Learning Controller for Batch Process[J].Journal of System Simulation,2007,19(13):3018-3021. | |
| Authors: | FENG Dong-qing LI Wei FEI Min-rui CHEN Tie-jun |
| Institution: | 1.Institute of Information and Control, Zhengzhou University, Zhengzhou 450002, China; 2.School of Mechatronical Engineering and Automation, Shanghai University, Shanghai 200072, China |
| Abstract: | As for the control of industrial batch processes, it is the limitation of the two existent kinds of feedback-feed forward iterative learning algorithm to solving delayed questions of industrial batch process control systems that is analyzed and compared. Based on these, T-S fuzzy predictive model was adopted. Predictive idea was introduced into the old feedback-feedforward iterative learning algorithm. An improved algorithm of iterative learning control (ILC) based on fuzzy prediction was researched and a kind of fuzzy predictive learning controller was designed. The batch process with the pure lag and time-variation parameters was simulated, which turned out that the method works well. |
| Keywords: | batch process fuzzy model prediction iterative learning control MATLAB simulation |
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