• DocumentCode
    441976
  • Title

    Adaptive inverse control for piezoelectric actuator based on hysteresis model

  • Author

    Ru, Chang-Hai ; Sun, Li-Ning ; Kong, Min-Xiu

  • Author_Institution
    Robotics Inst., Harbin Inst. of Technol., China
  • Volume
    5
  • fYear
    2005
  • fDate
    18-21 Aug. 2005
  • Firstpage
    3189
  • Abstract
    A major deficiency of piezoelectric actuators is that their open-loop control accuracy is seriously limited by hysteresis. In this paper, a novel mathematical model is proposed to describe hysteresis precisely. Based on the hysteresis model, an adaptive inverse control approach is presented for reducing hysteresis. The weights of the main hysteresis loop are identified by using LMS algorithm. The realization of an inverse feedforward controller for the linearization of a piezoelectric actuator is formulated. Experiments were performed on a micro-positioning system driven by piezoelectric actuators. The experimental results demonstrate that the positioning precision is noticeably improved in open-loop operation compared to the conventional open-loop control without any compensation.
  • Keywords
    adaptive control; feedforward; hysteresis; least mean squares methods; machine control; micropositioning; piezoelectric actuators; adaptive inverse control; hysteresis loop model; hysteresis reduction; inverse feedforward controller; least mean square algorithm; mathematical model; micropositioning system; open loop control operation; piezoelectric actuator linearization; Adaptive control; Hysteresis; Inverse problems; Least squares approximation; Mathematical model; Open loop systems; Piezoelectric actuators; Programmable control; Sun; Voltage; Hysteresis; LMS; adaptive inverse; piezoelectric actuator;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
  • Conference_Location
    Guangzhou, China
  • Print_ISBN
    0-7803-9091-1
  • Type

    conf

  • DOI
    10.1109/ICMLC.2005.1527492
  • Filename
    1527492