Optics and Precision Engineering, Volume. 32, Issue 6, 833(2024)

Data-driven iterative feedforward compensation and adaptive vibration suppression of piezoelectric micro-motion stage

Wenwen WANG1... Leijie LAI1,*, Pengzhi LI2,3 and Limin ZHU4 |Show fewer author(s)
Author Affiliations
  • 1School of Mechanical and Automotive Engineering, Shanghai University of Engineering Science, Shanghai20620, China
  • 2School of Computing and Engineering, University of Gloucestershire, Cheltenham, GL50 RH, UK
  • 3Changchun Institute of Optic, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun100, China
  • 4State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai20020, China
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    Figures & Tables(9)
    Block diagram of a data-driven feedforward-feedback control loop
    Flow chart of resonant frequency extraction algorithm
    Micro/nanopositioning stage experimental system
    Overall block diagram of the composite control circuit of the positioning system
    Comparison of tracking results between different controllers
    Convergence effect of tracking error with different learning rates
    Different reference trajectory tracking effects
    Comparison of non-periodic signal tracking results between different controllers
    • Table 1. Comparison of tracking error results of different controllers

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      Table 1. Comparison of tracking error results of different controllers

      控制方法PI控制自适应陷波滤波器无模型前馈控制器
      MAE4.7723.5581.038
      RMSE2.332.380.742
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    Wenwen WANG, Leijie LAI, Pengzhi LI, Limin ZHU. Data-driven iterative feedforward compensation and adaptive vibration suppression of piezoelectric micro-motion stage[J]. Optics and Precision Engineering, 2024, 32(6): 833

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    Paper Information

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    Received: Nov. 12, 2023

    Accepted: --

    Published Online: Apr. 19, 2024

    The Author Email:

    DOI:10.37188/OPE.20243206.0833

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