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  • 标题:Gaussian Process Repetitive Control for Suppressing Spatial Disturbances
  • 本地全文:下载
  • 作者:Noud Mooren ; Gert Witvoet ; Tom Oomen
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2020
  • 卷号:53
  • 期号:2
  • 页码:1487-1492
  • DOI:10.1016/j.ifacol.2020.12.1939
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractMotion systems are often subject to disturbances such as cogging, commutation errors, and imbalances, that vary with velocity and appear periodic in time for constant operating velocities. The aim of this paper is to develop a repetitive controller (RC) for disturbances that are not periodic in the time domain, yet occur due to an identical position-domain disturbance. A new spatial RC framework is developed, allowing to attenuate disturbances that are periodic in the position domain but manifest a-periodic in the time domain. A Gaussian process (GP) based memory is employed with a suitable periodic kernel that can effectively deal with the intermittent observations inherent to the position domain. A mechatronic example confirms the potential of the method.
  • 关键词:KeywordsRepetitive ControlPosition DomainGaussian Process
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