Title :
Residual vibration suppression for robot manipulator attached to a flexible link by using soft computing techniques
Author_Institution :
Dept. of Syst., Inf. & Control Eng., Asahikawa Nat. Coll. of Technol., Asahikawa, Japan
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;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2011 IEEE International Conference on
Conference_Location :
Karon Beach, Phuket
Print_ISBN :
978-1-4577-2136-6
DOI :
10.1109/ROBIO.2011.6181645