樊康生, 杨光永, 吴大飞, 徐天奇. 论域非原点对称的等效变论域模糊PID控制[J]. 制造技术与机床, 2023, (11): 75-81. DOI: 10.19287/j.mtmt.1005-2402.2023.11.011
引用本文: 樊康生, 杨光永, 吴大飞, 徐天奇. 论域非原点对称的等效变论域模糊PID控制[J]. 制造技术与机床, 2023, (11): 75-81. DOI: 10.19287/j.mtmt.1005-2402.2023.11.011
FAN Kangsheng, YANG Guangyong, WU Dafei, XU Tianqi. Equivalent variable domain fuzzy PID control with non-origin symmetry in the theoretical domain[J]. Manufacturing Technology & Machine Tool, 2023, (11): 75-81. DOI: 10.19287/j.mtmt.1005-2402.2023.11.011
Citation: FAN Kangsheng, YANG Guangyong, WU Dafei, XU Tianqi. Equivalent variable domain fuzzy PID control with non-origin symmetry in the theoretical domain[J]. Manufacturing Technology & Machine Tool, 2023, (11): 75-81. DOI: 10.19287/j.mtmt.1005-2402.2023.11.011

论域非原点对称的等效变论域模糊PID控制

Equivalent variable domain fuzzy PID control with non-origin symmetry in the theoretical domain

  • 摘要: 传统变论域模糊PID控制器需对模糊控制器内部的论域进行伸缩,设计复杂度高,实现难度大。为解决该问题,文章提出不改变模糊控制器内部的论域,只改变模糊控制器的输入输出进而达到等效变论域效果的控制策略。同时针对目前论域伸缩的方法仅适用于原点对称论域的局限性,提出一种非原点对称论域内变量伸缩后位置的确定方法。以一种采用伺服电机和滚珠丝杠为传动机构的系统为例,设计了等效变论域模糊PID控制器。通过Matlab/Simulink仿真对比实验验证了等效变论域模糊PID控制器的可行性,并证明相较于传统模糊PID控制器、PID控制器和传统变论域模糊PID控制器,等效变论域模糊PID控制器具有更快的响应速度和更强的抗干扰能力,控制性能更佳。

     

    Abstract: The traditional variable domain fuzzy PID controllers need to contraction-expansion the internal domain of the fuzzy controllers, which has high design complexity and is difficult to implement. A control strategy is proposed to solve this problem. This control strategy does not change the internal domain of the fuzzy controller, but changes the input and output of the fuzzy controller to achieve the equivalent variable domain effect. In addition, in view of the limitation that the current method of the domain contraction-expansion is only applicable to the origin symmetric domain, a method is proposed to determine the position of the variable in the non-origin symmetry domain after the domain contraction-expansion. An equivalent variable-domain fuzzy PID controller is designed for a system that uses a servo motor and a ball screw as the drive mechanism. The feasibility of the equivalent variable domain fuzzy PID controller is verified by Matlab/Simulink simulation comparison experiments. And the experiments demonstrated that the equivalent variable domain fuzzy PID controller has faster response speed, stronger anti-interference ability and better control performance than the traditional fuzzy PID controller, PID controller and traditional variable domain fuzzy PID controller.

     

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