基于LabVIEW的一维云模型推理映射研究

Research on one-dimension cloud model reasoning mapping based on LabVIEW

云模型非线性映射关系是云模型应用于智能控制领域的关键问题。基于LabVIEW平台,首先将云模型单规则推理映射算法封装为LabVIEW子函数,可供云模型推理映射研究调用;进而研究了云模型非线性推理映射关系,对一种饱和特性映射关系给出了软件仿真和硬件实测结果,对一种新的云模型期望系统设计了输入、输出云模型参数以及推理规则,得到了较好的映射效果,为今后基于LabVIEW的云模型控制器的设计和应用提供了参考。

Cloud Model （CM） nonlinear mapping relationship is the key issues of CM application in intelligent control field.Based on LabVIEW platform,first,analyses the CM Single Rule Reasoning algorithm and packaged it into a modular program（Sub VI） for the further research of CM reasoning; then analyses the CM nonlinear mapping relationship,shows both simulation and hardware measuring examples of a kind of saturation characteristics mapping relationship ;at last,designs the CM parameters and Reasoning rules of CM Expectation System,the simulation result is satisfied.The research provides some references for the design and application of CM Controller based on LabVIEW in the future.