Design Method of a New Adaptive Fuzzy Controller
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摘要: 在分析现有的自适应模糊控制器不足之处的基础上,提出了一种新的自适应模糊控制器设计方法.为保证系统性能的一致性,在启动自适应模糊控制器前,采用监督控制将初始跟踪误差镇定到给定范围.自适应模糊控制器可在存在模糊逻辑系统逼近误差的情况下,使系统跟踪误差小于预先给定的任意常数.文中用仿真算例验证了本方案的有效性.Abstract: Based on analyzing disadvantages of the existing adaptive fuzzy control approach, a new design method of adaptive fuzzy controller(AFC) for a class of nonlinear systems is proposed. In order to ensure the consistency of the closed-loop system performances, before the AFC is applied, a supervisory controller is used to drive initial tracking errors to a preset closed area, and then the AFC can drive the tracking errors of the closed-loop system to pre-specified neighborhood in the presence of unknown approximation errors of the fuzzy logic system. Finally, simulation results verify the validity of this method.
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Key words:
- fuzzy systems /
- control /
- adaptive control /
- supervisory control
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