一种基于对象特征的自适应模糊控制
An Adaptive Fuzzy Controller Based on Plant's Characteristics
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摘要: 提出了一种基于对象特征的自适应模糊控制.模糊控制器在线判断对象特征,预 测控制过程所需能量;据此在线动态变动模糊集合的划分,适应不同对象的控制.控制系统动 态品质和稳定性分别在阶跃响应上升阶段和稳态调整阶段实现,兼顾两方面的要求.给出了 模糊控制系统稳定的一个充分条件.该条件通过调整控制量的模糊划分实现.Abstract: This paper proposes an adaptive fuzzy controller based on plant's characteristics. The fuzzy controller first judges the plant's characteristics, and predicts the needed control energy. Then the controller dynamically changes the fuzzy sets range to adapt to various plants. Dynamic performance and stability are realized in the transient process and the steady state of the step response, respectively., to satisfy both demands. The paper presents a sufficient condition for the stability of the control system, which is realized by justifying fuzzy sets range of control variable.
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Key words:
- Fuzzy control /
- adaptation /
- plant's characteristics
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