Title :
An Optimization Algorithm for Redundant 7R Robot
Author :
Pin, Wang ; Lili, Wang ; Hong, Lu ; Qian, Dong
Author_Institution :
Key Lab. of Adv. Manuf. & Autom. Technol., Ludong Univ., Yantai
Abstract :
The optimization algorithm for redundant 7R serial robot is studied. Use Devavit-Hartenberg matrix to set up a 4 times 4 matrix form closed-form equation of the 7R robot and regard the minimum condition number of the 5 times 5 Jacobian matrix as the control indices for the given 5 constrains of the end-effector in the industry requirement. Change the two joint angles thetas0 and thetas3 and use Newton iteration method to approach and optimize. Seek the minimum condition number of the other five joint anglespsila Jacobian matrix to complete the redundant optimization and obtain the optimum work status. The algorithm is validated by a group of simulation data.
Keywords :
Jacobian matrices; Newton method; end effectors; industrial robots; optimisation; robot kinematics; Devavit-Hartenberg matrix; Jacobian matrix; Newton iteration method; closed-form equation; end-effector; optimization algorithm; redundant 7R robot; Educational robots; Educational technology; Instruments; Jacobian matrices; Kinematics; Manufacturing automation; Optimization methods; Robot control; Robotics and automation; Service robots; Jacobian Matrix; Kinematical Optimization; Minimum Condition Number; Newton Iteration Method;
Conference_Titel :
Education Technology and Computer Science, 2009. ETCS '09. First International Workshop on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-1-4244-3581-4
DOI :
10.1109/ETCS.2009.209