节点文献
基于参数自调整模糊控制的交流伺服系统
Ac Servo System based on Parameter Self-adjusting Fuzzy Control
【摘要】 设计了一种自调整模糊控制器 .根据模糊控制器输入变量的大小调整模糊控制器的参数和输入变量的权重 ,从而自动地调整了模糊控制器规则 .我们把这种自调整模糊控制器引入交流伺服系统中 ,作为系统速度的调节器 .实验表明 ,这种方法不仅可以提高一般模糊控制的动、静态性能 ,而且具有PID控制不可达到的强鲁棒性
【Abstract】 In this paper,a self-adjusting fuzzy controller is designe d, which adjusts the fuzzy rule base according to adjusting the parameters of the fuzzy controller and the weights of each input variable by the values of input v ariables. the self-adjusting fuzzy controller is used as the speed controller o f a AC servo system. The experiment results prove that the method can not only improve general fuzzy controller’s steady-state precision and dynamic performan ce ,but also obtain strong robustness which PID controller never obtains.
【关键词】 参数自调整;
模糊控制;
AC伺服系统;
PID控制;
鲁棒性;
【Key words】 parameter self-adjusting; fuzzy control; AC servo s ystem; PID control; robustness;
【Key words】 parameter self-adjusting; fuzzy control; AC servo s ystem; PID control; robustness;
- 【文献出处】 华东交通大学学报 ,Journal of East China Jiaotong University , 编辑部邮箱 ,2003年01期
- 【分类号】TP273.4
- 【被引频次】4
- 【下载频次】117