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
Link To Document