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压电陶瓷执行器的类Hammerstein模型及其参数辨识

赖志林 刘向东 耿洁

光学精密工程2012,Vol.20Issue(9):2087-2094,8.
光学精密工程2012,Vol.20Issue(9):2087-2094,8.DOI:10.3788/OPE.20122009.2087

压电陶瓷执行器的类Hammerstein模型及其参数辨识

Hammerstein-based model of piezoceramic actuator and its identification

赖志林 1刘向东 1耿洁1

作者信息

  • 1. 北京理工大学自动化学院复杂系统智能控制与决策重点实验室,北京100081
  • 折叠

摘要

Abstract

For the effect of hysteretic linearity of a piezoceramic actuator on nano-positioning system, a modeling method based on Hammerstein model was proposed. The Hammerstein-based model for the piezoceramic actuator was established and its frequency dependence was described. By using the Hammerstein model, the piezoceramic actuator was taken as a static hysteretic model couple with a dyamic second-order system, and the former was described by the Preisach model and the latter was identified by the genetic algorithm. The experimental results show that the frequency dependence of the Hammerstein-based model is improved after adding the second order system, correspondingly, the error is decreased greatly. In 800 Hz, the absolute average tracking error of the Hammerstein-based model is 0. 339 2 jum, which is less than that of the Preisach model in 0. 888 1 f+-m.

关键词

压电陶瓷执行器/迟滞非线性/Hammerstein模型/参数辨识

Key words

piezoceramic actuator/ hysteresis nonlinearity/ Hammerstein model/ parameter identification

分类

信息技术与安全科学

引用本文复制引用

赖志林,刘向东,耿洁..压电陶瓷执行器的类Hammerstein模型及其参数辨识[J].光学精密工程,2012,20(9):2087-2094,8.

基金项目

国家自然科学基金资助项目(No.10872030) (No.10872030)

国家重点基础研究发展计划(973计划)资助项目(No.2012CB720000) (973计划)

北京市自然科学基金资助项目(No.4122066) (No.4122066)

光学精密工程

OA北大核心CSCDCSTPCD

1004-924X

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