Double Fuzzy PID Control in PMLSM Variable Theory Research

Junqiang Peng, Zhihao Cai
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Abstract

Aiming at the undesirable characteristics of permanent magnet synchronous linear motor (PMLSM) in the process of movement, such as parameters easy to change, easy to be interfered by sudden load changes, nonlinearity, strong coupling, etc., the fuzzy control idea of variable theory domain is introduced on the premise of the mathematical model of magnetic field oriented permanent magnet synchronous linear motor. This paper constructs the input fuzzy domain expansion factor rule table, uses the fuzzy rules to adjust the expansion factor in real time, changes the fuzzy PID control input fuzzy domain, and realizes the proportional, integral, and differential parameter self-adjustment. The experiments are simulated by MATLAB, and the research results show that the dynamic response speed and robustness of the double fuzzy variable theory domain PID control system are improved compared with the traditional fuzzy PID control and the triple fuzzy variable theory domain PID control.
PMLSM 变量理论研究中的双模糊 PID 控制
针对永磁同步直线电机(PMLSM)在运动过程中存在的参数易变化、易受负载突变干扰、非线性、强耦合等不良特性,在建立磁场定向永磁同步直线电机数学模型的前提下,引入变论域模糊控制思想。本文构建了输入模糊域扩展因子规则表,利用模糊规则实时调整扩展因子,改变模糊 PID 控制输入模糊域,实现比例、积分、微分参数自整定。实验采用 MATLAB 进行仿真,研究结果表明,与传统的模糊 PID 控制和三重模糊变量理论域 PID 控制相比,双重模糊变量理论域 PID 控制系统的动态响应速度和鲁棒性都有所提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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