GA-based multiobjective PID control for a linear brushless DC motor

被引:102
|
作者
Lin, CL [1 ]
Jan, HY
Shieh, NC
机构
[1] Feng Chia Univ, Inst Automat Control Engn, Taichung 40724, Taiwan
[2] Chung Shan Inst Sci & Technol, Lungtan 325, Taoyuan, Taiwan
关键词
genetic algorithm; linear motor; proportional; integral; and derivative (PID) control; stability;
D O I
10.1109/TMECH.2003.809136
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a robust output tracking control design method for a linear brushless dc motor with modeling uncertainties. Two frequency-domain specifications directly related to the mixed sensitivity function and control energy consumption are imposed to ensure stability and performance robustness. With regard to time-domain specifications, rise time maximum overshoot and steady-state error of the step response are. considered. A generalized two-parameters proportional, integral, and derivative control framework is developed via a genetic searching approach ensuring the specifications imposed. The proposed design method is intuitive and practical that offers an effective way to implement simple but robust solutions covering a wide. range of plant perturbation and, in addition, provides excellent tracking performance without resorting to excessive control. Extensive experimental and numerical results for a linear brushless motor confirm the proposed control design approach.
引用
收藏
页码:56 / 65
页数:10
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