| 基于遗传算法时滞系统的滤波器参数自调整内模控制 |
| |
| 引用本文： | 陈娟,闫聪,潘立登,曹柳林.基于遗传算法时滞系统的滤波器参数自调整内模控制[J].北京交通大学学报(自然科学版),2005,29(5):47-51. |
| |
| 作者姓名： | 陈娟 闫聪 潘立登 曹柳林 |
| |
| 作者单位： | 北京化工大学,信息科学与技术学院,北京,100029;北京交通大学,科技处,北京,100044 |
| |
| 基金项目： | 教育部高校骨干教师资助计划 |
| |
| 摘 要： | 对于工业控制过程中的时滞系统,采用内模控制的设计方法,建立了滤波器参数λ的优化自整定;并且研究了利用十进制编码的遗传算法及其具体的遗传操作过程,实现了滤波器参数λ的优化自整定,从而避免了二进制编码所导致的影射误差.仿真结果表明,对于在控制过程中过程模型变化或过程模型与预估模型失配时,通过优化调整内模控制器的滤波器参数λ;可改善系统的控制品质,提高控制系统的鲁棒性,且易于工程实现.
|
| 关 键 词： | 内模控制 遗传算法 十进制编码 参数整定 |
| 文章编号： | 1673-0291(2005)05-0047-05 |
| 收稿时间： | 2005-06-30 |
| 修稿时间： | 2005年6月30日 |
A Filter Parameter Self-Adjusting Internal Model Control Based on Genetic Tuning Algorithm for Time-Delay System |
| |
| CHEN Juan,YAN Cong,PAN Li-deng,CAO Liu-lin.A Filter Parameter Self-Adjusting Internal Model Control Based on Genetic Tuning Algorithm for Time-Delay System[J].JOURNAL OF BEIJING JIAOTONG UNIVERSITY,2005,29(5):47-51. |
| |
| Authors: | CHEN Juan YAN Cong PAN Li-deng CAO Liu-lin |
| |
| Institution: | 1. School of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China; 2. Dept. of Science Techndogy, Beijing Jiaotong University,Beijing 100044,China |
| |
| Abstract: | Aiming at that the control object model of the industrial process is time-delay,an internal model control method based on the filter parameter self-adjusting is designed.Meanwhile,the decimal coded genetic algorithm and its specific operation process for avoiding the mapping erros caused by binary coded genetic algorithm are presented.The simulation results show that this method is not only effective for the dynamics and the stability of control system but also effective for the process robustness when the object model of the industrial process is changing or the object model of the industrial process and prediction model is not equal to.It is fit in for engineering application. |
| |
| Keywords: | internal model control genetic algorithm decimal-coded parameter tuning |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
