• DocumentCode
    1725133
  • Title

    Residual vibration suppression for robot manipulator attached to a flexible link by using soft computing techniques

  • Author

    Abe, Akira

  • Author_Institution
    Dept. of Syst., Inf. & Control Eng., Asahikawa Nat. Coll. of Technol., Asahikawa, Japan
  • fYear
    2011
  • Firstpage
    2324
  • Lastpage
    2329
  • Abstract
    As described in this paper, we specifically examine a point-to-point motion task of a rigid robot manipulator attached to a flexible link and present an optimal trajectory planning technique for suppressing residual vibrations of the flexible link. Soft computing methods are used in the trajectory planning method, in which radial basis function networks and a particle swarm optimization algorithm are adopted. Suppression of residual vibration can be accomplished by rotating the joint along the generated trajectory. The proposed control scheme is an open-loop control that does not require sensors to measure unwanted vibrations. Results obtained from simulations and experiments demonstrate the effectiveness of the proposed trajectory planning method for suppressing residual vibration.
  • Keywords
    control engineering computing; flexible manipulators; motion control; neurocontrollers; open loop systems; particle swarm optimisation; path planning; radial basis function networks; vibration control; flexible link; open-loop control; optimal trajectory planning technique; particle swarm optimization; point-to-point motion task; radial basis function network; residual vibration suppression; robot manipulator; soft computing technique; Joints; Manipulator dynamics; Planning; Trajectory; Vibrations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Biomimetics (ROBIO), 2011 IEEE International Conference on
  • Conference_Location
    Karon Beach, Phuket
  • Print_ISBN
    978-1-4577-2136-6
  • Type

    conf

  • DOI
    10.1109/ROBIO.2011.6181645
  • Filename
    6181645