基于Matlab/Simulink的区间二型自组织模糊逻辑控制器工具箱  

Type-2 self-organizing fuzzy logic controller toolbox based on Matlab/Simulink

作　　者：张辈 薛玉 邱望标[1] 谢建兴 ZHANG Bei;XUE Yu;QIU Wangbiao;XIE Jianxing

机构地区：[1]贵州大学机械工程学院,贵州贵阳550025

出　　处：《现代机械》2018年第4期71-75,共5页Modern Machinery

摘　　要：模糊控制理论发展迅速,尤其是引入多样自组织优化控制结构后造成了控制器编写过程繁琐复杂。因此本课题延续了Matlab商用第一型模糊逻辑控制器(T1FLC,Type-1 Fuzzy Logic Controller)工具箱设计理念创建人机交互界面,并且以Simulink为实验平台发展Mamadni二型自组织模糊逻辑控制器(T2SOFLC,Type-2 Self-Organizing Fuzzy Logic Controller)工具箱。这种联合开发T2SOFLC的方式简化了程序设计过程,便于建立直观简洁的数学模型并推动模糊控制理论的广泛应用。应用所开发的T2SOFLC工具箱对病人麻醉手术过程中多变量全身麻醉药物进行控制仿真实验,经由自组织模糊逻辑控制器结构产生其中新的控制规则,以期望达到较好的控制效果。The rapid development of fuzzy control theory,especially the introduction of various self-organizing optimization control structures,makes the process of controller writing complex. This paper extends the design concept of type-2 fuzzy logic controller toolbox in Matlab to create the human-computer interaction interface,and develops the Mamadni type-2 self-organizing fuzzy logic controller toolbox based on Simulink. The joint development method simplifies the programming process,facilitates the establishment of intuitive and simple mathematical model and promotes the wide application of fuzzy control theory. The T2 SOFLC toolbox is used to simulate the multivariable general anesthesia drugs in the process of patients＇ anesthesia,and the new control rules are generated by the structure of self-organizing fuzzy logic controller,so as to achieve better control effect.

关 键 词：模糊理论 自组织模糊控制器 二型自组织模糊逻辑控制器 SIMULINK 全身麻醉药物 

分 类 号：TP319[自动化与计算机技术—计算机软件与理论]