Variable Universe Fuzzy Adaptive PID Control in the Digital Servo System

被引:3
作者
Lu, Weimin [1 ]
Gao, Yan [1 ]
机构
[1] Beijing Inst Technol, Sch Automat, Beijing, Peoples R China
来源
2016 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC), VOL. 1 | 2016年
关键词
digital servo; variable universe; flex-factor; fuzzy adaptive PID;
D O I
10.1109/IHMSC.2016.68
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
To solve the non-linear problem in our laboratory's digital servo system, a variable universe fuzzy adaptive PID control method is introduced in this paper. With the variable universe theory, a flex-factor controller based on fuzzy rules is designed to adjust the quantization factor and scale factor dynamically. PID control and variable universe fuzzy adaptive PID control are analyzed and compared by using MATLAB RTW/RTWT toolbox in our laboratory's digital servo system. The results show that the variable universe fuzzy adaptive PID control method has better dynamic response performance and adaptive ability with less overshoot, shorter adjusting time and higher tracking accuracy.
引用
收藏
页码:204 / 207
页数:4
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