基于遗传算法的带饱和冲击机最优PID控制器

M. Sasaki, H. Matsuzaki, K. Koizumi
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引用次数: 3

摘要

提出了一种新的冲击机械离散控制设计方法。该系统采用遗传算法对被控对象进行辨识和控制,在不使用速度测量的情况下,对饱和状态下的PID控制器进行最优参数整定。计算机仿真结果表明,所提出的控制方法是有效的:被控对象的辨识性很好,代越大,适应度越高,随着代的增大,动态行为得到很大的改善,所提出的控制方法明显优于采用齐格勒-尼科尔斯参数整定的PID控制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal PID controller with saturation for impact machines by genetic algorithms
A newly developed discrete-time control design method for impact machines is proposed. It is composed of the identification and control of a plant using genetic algorithms, where the optimal parameter setting of PID controller with saturation and no use of velocity measurement is done. By computer simulation, it is demonstrated that the proposed method is effective: the plant is identified very well, the larger the generation grows, the higher the fitness becomes, the dynamic behavior is greatly improved as the generation becomes large, the proposed control is very superior to PID control tuned with Ziegler-Nichols parameters.
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