Title :
Performance Analysis and Error Compensation of a 6-DOF Parallel Robot
Author :
Ma, Li ; Cheng, Weiming ; Rong, Weibin ; Sun, Lining
Author_Institution :
Shanghai Univ., Shanghai
Abstract :
In this paper, a novel 6-DOF precise parallel robot with structure of HTRT is presented. The robot is driven by six AC servo motors, including a moving platform, a base platform and six identical chains connecting the two platforms. Inverse kinematic solution, Jacobin matrix, singularities, and workspace of the end-effector are discussed. In order to achieve high accuracy, an error compensation method for the parallel robot using back propagation neural networks (BPNN) is developed on the basis of error analysis. Experimental results show that the pose accuracy of the parallel robot was improved by more than 60% after error compensation. A series of optical assemblys demonstrate that the parallel robot is suitable for performing precise manipulation.
Keywords :
backpropagation; end effectors; error compensation; matrix algebra; neural nets; robot kinematics; 6-DOF parallel robot; AC servo motor; Jacobin matrix; backpropagation neural network; end-effector; error compensation; inverse kinematic solution; AC motors; Error compensation; Jacobian matrices; Joining processes; Kinematics; Optical propagation; Parallel robots; Performance analysis; Servomechanisms; Servomotors; Error compensation; Parallel robot; kinematics;
Conference_Titel :
Mechatronics and Automation, 2007. ICMA 2007. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-0828-3
Electronic_ISBN :
978-1-4244-0828-3
DOI :
10.1109/ICMA.2007.4303946