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
相关论文
共 43 条
  • [21] Dual-jump amplification in an electric-thermal adjusted arch beam micro-resonator
    Xiao, Zunhao
    Shi, Zhan
    Wang, Xuefeng
    Wei, Xueyong
    Huan, Ronghua
    SENSORS AND ACTUATORS A-PHYSICAL, 2024, 365
  • [22] A method for highly sensitive detection of silver nanoparticles using a micro-resonator and DNA assisted conjugation
    Jang, Kuewhan
    Park, Chanho
    Park, Wooboum
    Park, Jaekyeong
    Park, Kyoungwoo
    Na, Sungsoo
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2020, 34 (04) : 1675 - 1681
  • [23] Micro-Resonator Based Bivariate Detection of Glucose Concentration in With Phenylboronic Acid Functionalized Reduced Graphene Oxide
    Koirala, Gyan Raj
    Kim, Eun Seong
    Kim, Nam-Young
    IEEE ACCESS, 2018, 6 : 60968 - 60973
  • [24] High Aspect Ratio Lateral Electrode Nano Gap Rectangular Plate Micro-Resonator Novel Process
    Kuppireddi, Srinivasa Reddy
    Sorasen, Oddvar
    2013 NORCHIP, 2013,
  • [25] A Hybrid Finite Element-Analytical Approach for Dynamic Analysis of a Micro-Resonator Driven by Electrostatic Combs
    Song, Mitao
    Cao, Dengqing
    VIBRATION, STRUCTURAL ENGINEERING AND MEASUREMENT II, PTS 1-3, 2012, 226-228 : 708 - 713
  • [26] Viscous fluid damping in a laterally oscillating finger of a comb-drive micro-resonator based on micro-polar fluid theory
    Sahra Azma
    Ghader Rezazadeh
    Rasoul Shabani
    Elnaz Alizadeh-Haghighi
    Acta Mechanica Sinica, 2016, 32 (03) : 397 - 405
  • [27] Feed-through capacitance reduction for a micro-resonator with push-pull configuration based on electrical characteristic analysis of resonator with direct drive
    Park, Hyeon-Woo
    Kim, Yong-Kweon
    Jeong, Hyeong-Gyun
    Song, Jin Woo
    Kim, Jung-Mu
    SENSORS AND ACTUATORS A-PHYSICAL, 2011, 170 (1-2) : 131 - 138
  • [28] Viscous fluid damping in a laterally oscillating finger of a comb-drive micro-resonator based on micro-polar fluid theory
    Azma, Sahra
    Rezazadeh, Ghader
    Shabani, Rasoul
    Alizadeh-Haghighi, Elnaz
    ACTA MECHANICA SINICA, 2016, 32 (03) : 397 - 405
  • [29] Fabrication of an ultra-high quality MgF2 micro-resonator for a single soliton comb generation
    Qu, Zhier
    Liu, Xianwen
    Zhang, Cheng
    Wang, Jin
    Wang, Yongtian
    Pan, Yijie
    Qu, JiFeng
    OPTICS EXPRESS, 2023, 31 (02) : 3005 - 3016
  • [30] Viscous fluid damping in a laterally oscillating finger of a comb-drive micro-resonator based on micro-polar fluid theory
    Sahra Azma
    Ghader Rezazadeh
    Rasoul Shabani
    Elnaz Alizadeh-Haghighi
    Acta Mechanica Sinica, 2016, 32 : 397 - 405
12345