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  • 标题:Optimal Experiment Design for Multi-variable Motion Systems: with Application to a Next-Generation Wafer Stage ⁎
  • 本地全文:下载
  • 作者:Nic Dirkx ; Jeroen van de Wijdeven ; Tom Oomen
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2019
  • 卷号:52
  • 期号:15
  • 页码:615-620
  • DOI:10.1016/j.ifacol.2019.11.744
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractFrequency Response Functions (FRFs) are essential for motion control design of complex mechatronic systems. The aim of this paper is to develop Optimal Experiment Design (OED) approaches for accurate identification of FRF models, with the particular focus on Multiple Input Multiple Output (MIMO) systems in closed-loop. The resulting optimization problem is shown to be highly challenging, especially for complex systems. A practical and feasible numerical approach based on a convex relaxation is developed. Experimental results on a next-generation wafer stage confirm that the quality of FRF measurements can be improved significantly using the proposed techniques.
  • 关键词:KeywordsOptimal experiment designsystem identificationmultivariable systemsfrequency response functionmultisines
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