Neuro-genatic nonlinear controller for a micro-resonator

被引：0
|
作者：
Ibrahim, HE [1 ]
Zohdy, MA [1 ]
机构：
[1] Oakland Univ, Dept Elect & Syst Engn, Rochester, MI 48309 USA
来源：
PROCEEDINGS OF THE 2002 AMERICAN CONTROL CONFERENCE, VOLS 1-6 | 2002年 / 1-6卷
关键词：
comb-drive; micro-resonator; neural network; genetic algorithm;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The nonlinear coupling stiffness for a two degree of freedom micro-resonator is shown to how a strong effect on the micro-resonator output frequency and performance. By controlling the stiffness parameters. A smart controller design is proposed, based on artificial neural network (ANN) and genetic techniques. A good performance is obtained. The genetic algorithm function to optimize the magnitudes and sign of the neural network weights.
引用
收藏
页码：3835 / 3839
页数：5
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