两维最简模糊控制器结构分析

Structure Analysis on the Two-Dimensional Simplest Fuzzy Controller

  • 摘要: 结合三角形和梯形隶属函数的共性,明确定义了一种将以上两种隶属函数作为特例的广义梯形(GTS)隶属函数.推导了输入变量采用广义梯形隶属函数的Ⅰ类和Ⅱ类两维最简Mamdani模糊控制器的解析表达式.深入研究了该模糊控制器的解析结构,并证明了这两类模糊控制器等价于一种变结构的非线性(或线性)PI控制器与相应的非线性(或定常)变控制偏置之和,并且在其输入论域上是单调递增、连续且有界的;同时揭示了此类控制器是一种更一般化的模糊控制器.

     

    Abstract: This paper distills the commonness of triangular and trapezoid membership functions,and explicitly defines the generalized trapezoid-shaped(GTS) membership functions which use these membership functions as two special cases.The explicit analytical expressions for type Ⅰ and typeⅡ two-dimensional simplest Mamdani fuzzy controllers are derived,of which the input variables adopt GTS membership functions.Analytical structures of the fuzzy controllers are deeply investigated,and it is proved that these two types of fuzzy controllers are equivalent to the variable structure combinations of nonlinear(or linear) PI controller and nonlinear(or constant) variable control offsets.Moreover,these fuzzy controllers are monotonically increasing,continuous and bounded with regard to the correspon-ding universe.Simultaneously,the better universality of this type of fuzzy controller is revealed.

     

/

返回文章
返回