节点文献
一种新型的动态矩阵控制算法
A New Dynamic Matrix Control Algorithm
【摘要】 对无约束动态矩阵控制(DMC)算法进行了改进,提出了一种新的DMC控制算法,即用遗传算法对DMC的设计参数进行在线寻优,由优化结果来计算实际控制作用。与一般的定参数DMC相比,其闭环性能更好,能有效地处理各种约束。仿真实例表明了该方法的有效。
【Abstract】 A new algorithm is proposed for the design of unconstrained dynamic matrix control (DMC). The tuning parameters of DMC are optimized on line via genetic algorithms. The control action is computed by using the optimum parameters. Compared with the existing DMC algorithms with fixed parameters, the closed loop performance is significantly improved by the new algorithm, and various constraints can be handled successfully. Simulation examples demonstrate the validity of the new algorithm.
【关键词】 在线控制;
优化;
预测控制;
动态矩阵控制;
遗传算法;
【Key words】 on line control; optimization; predictive control; dynamic matrix control; genetic algorithm;
【Key words】 on line control; optimization; predictive control; dynamic matrix control; genetic algorithm;
【基金】 国家自然科学基金
- 【文献出处】 西南交通大学学报 ,Journal of Southwest Jiaotong University , 编辑部邮箱 ,1998年05期
- 【分类号】TP301.6,
- 【被引频次】22
- 【下载频次】163