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An improved PSO algorithm and its application on model identification of coarse-stage in lithography machine

  • Liu Yang
  • , Liu Fazhi
  • , Wei Kai
  • , Fu Zhenxian
  • Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Lithography machine is a high-precision manufacturing equipment of electromechanical integration , involving precision machinery, precision control and measure , precision measurement and other subjects. PSO Algorithm is easy to fall into local optimum,which has simple concepts and fast convergence. This paper proposes an improved PSO algorithm with adaptive parameters and boundary constraint, in ensuring accuracy of the algorithm optimization and fast convergence. Simulation results show that the methods have good applicability and stability for coarse-stage in lithpgraphy machine.

Original languageEnglish
Title of host publicationNinth International Symposium on Precision Engineering Measurements and Instrumentation
EditorsXianfang Wen, Jiubin Tan
PublisherSPIE
ISBN (Electronic)9781628415612
DOIs
StatePublished - 2015
Event9th International Symposium on Precision Engineering Measurements and Instrumentation, ISPEMI 2014 - Changsha, China
Duration: 8 Aug 201410 Aug 2014

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume9446
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference9th International Symposium on Precision Engineering Measurements and Instrumentation, ISPEMI 2014
Country/TerritoryChina
CityChangsha
Period8/08/1410/08/14

Keywords

  • Lithography machine
  • Model identification
  • PSO algorithm

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