Analysis and design of fuzzy control systems
Analysis and design of fuzzy control systems
复制标题
模糊控制系统的分析与设计
DOI：
10.1109/fuzzy.1995.409698
复制
发表时间：
1995
期刊：
影响因子：
--
通讯作者：
N. W. Rees
中科院分区：
文献类型：
--
作者：
S. Cao;N. W. Rees
本文提出了一种基于动态模糊模型的模糊控制系统的分析与设计方法。首先提出了一种动态模糊模型。给出了动态模糊模型的辨识方法。提出了两种模糊控制系统的设计方法。一种是局部设计法，它为每个局部模型设计一个控制器，然后确定稳定条件，保证整个模糊控制系统的稳定性。另一种是全局设计方法，利用动态模糊全局模型设计控制器。该全局模型可以看作是一个时间函数环上的系统，因此可以用线性时变系统理论设计控制器。<<ETX>>
This paper surveys a new type of analysis and design method for fuzzy control systems based on a dynamic fuzzy model. First a dynamic fuzzy model is proposed. An identification method is given to identify the dynamic fuzzy model. Two design methods are developed to design a fuzzy control system. One called the local design method designs a controller for each local model, then, determines the stability conditions to guarantee the stability of the entire fuzzy control system. The other called the global design method uses the dynamic fuzzy global model to design the controller. This global model can be considered a system over a time-function ring, so linear time-varying system theory can be used to design controller.<<ETX>>