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二级倒立摆新型模糊控制策略的研究
Fuzzy Control Strategy of Double Inverted Pendulum System
【摘要】 阐述了二级倒立摆的一种新型模糊控制策略——分层模糊控制方法.该方法将二级倒立摆的多个状态变量分解为子系统,设计下层模糊控制器对其控制,上层模糊控制器负责整个系统的协调和管理,实现稳定控制.实验结果表明:分层模糊控制的模糊规则少、收敛速度快、控制效果好,具有较强的实用性.
【Abstract】 Hierarchical fuzzy control, which is a new method of controlling a double inverted pendulum, was presented. The double inverted pendulum system was divided into some subsystems. Fuzzy logic controllers were designed for each subsystem at the low level, and at the high level a fuzzy logic controller was built up to supervise the complete system. The experimental results show that the control scheme based on the hierarchical fuzzy controller is efficient and convergent quickly because of its advantage in less fuzzy rules.
【关键词】 二级倒立摆;
动态模型;
模糊逻辑控制;
分层模糊控制;
【Key words】 double inverted pendulum system; dynamics model; fuzzy logic control; hierarchical fuzzy control;
【Key words】 double inverted pendulum system; dynamics model; fuzzy logic control; hierarchical fuzzy control;
- 【文献出处】 中国矿业大学学报 ,Journal of China University of Mining & Technology , 编辑部邮箱 ,2004年03期
- 【分类号】TP273
- 【被引频次】11
- 【下载频次】314