TY - GEN
T1 - A vibration suppression method for flexible joints manipulator based on trajectory optimization
AU - Guo, Chuangqiang
AU - Gao, Haibo
AU - Ni, Fenglei
AU - Liu, Hong
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/9/1
Y1 - 2016/9/1
N2 - How to reduce the vibration deformation of robot manipulators with flexible joint is a significant problem. A new approach based on simplified system dynamic model and genetic algorithms (GA) is developed to find an optimized trajectory in joint space for a three degrees-of-freedom plane flexible joints manipulator, to reduce the residual vibration of the robot on the occasion of fast position control. The method makes the strain energy stored in the flexible joints minimized through planning the links and joint motors arrive at the destination positions simultaneously, so the residual vibration would be suppressed accordingly. And a genetic algorithm, whose objective function is to minimizing the maximum elastic deformation of the robot joints, was used to find the global optimized desired trajectory. And the computer simulation results show that the proposed method, comparing with the traditional trajectory planning method based on inverse kinematics calculation, reduces the trajectory tracing error and the residual vibration amplitude considerably.
AB - How to reduce the vibration deformation of robot manipulators with flexible joint is a significant problem. A new approach based on simplified system dynamic model and genetic algorithms (GA) is developed to find an optimized trajectory in joint space for a three degrees-of-freedom plane flexible joints manipulator, to reduce the residual vibration of the robot on the occasion of fast position control. The method makes the strain energy stored in the flexible joints minimized through planning the links and joint motors arrive at the destination positions simultaneously, so the residual vibration would be suppressed accordingly. And a genetic algorithm, whose objective function is to minimizing the maximum elastic deformation of the robot joints, was used to find the global optimized desired trajectory. And the computer simulation results show that the proposed method, comparing with the traditional trajectory planning method based on inverse kinematics calculation, reduces the trajectory tracing error and the residual vibration amplitude considerably.
KW - flexible joint
KW - robot manipulator
KW - trajectory planning
KW - vibration suppression
UR - https://www.scopus.com/pages/publications/84991205500
U2 - 10.1109/ICMA.2016.7558585
DO - 10.1109/ICMA.2016.7558585
M3 - 会议稿件
AN - SCOPUS:84991205500
T3 - 2016 IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2016
SP - 338
EP - 343
BT - 2016 IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 13th IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2016
Y2 - 7 August 2016 through 10 August 2016
ER -