Title :
Time-energy optimal path tracking for robots: a numerically efficient optimization approach
Author :
Verscheure, Diederik ; Demeulenaere, Bram ; Swevers, Jan ; Schutter, Joris De ; Diehl, Moritz
Author_Institution :
Dept. of Mech. Eng., Katholieke Univ., Leuven
Abstract :
This paper focuses on time-optimal and time-energy optimal path tracking, which are subproblems in optimal motion planning of robot systems. Through a nonlinear change of variables, the time-energy optimal path tracking problem is transformed here into a convex optimal control problem with a single state variable. A direct transcription method is presented that reduces finding the globally optimal trajectory to solving a second-order cone program using robust numerical algorithms that are freely available. Application to a 6-DOF KUKA 361 industrial robot carrying out a writing task illustrates the practicality of the new method.
Keywords :
convex programming; industrial robots; optimal control; path planning; tracking; 6-DOF KUKA 361 industrial robot; convex optimal control problem; direct transcription method; optimal motion planning; robots; robust numerical algorithms; second-order cone program; time-energy optimal path tracking; Actuators; Manipulator dynamics; Motion planning; Optimal control; Orbital robotics; Path planning; Robot kinematics; Service robots; State-space methods; Trajectory;
Conference_Titel :
Advanced Motion Control, 2008. AMC '08. 10th IEEE International Workshop on
Conference_Location :
Trento
Print_ISBN :
978-1-4244-1702-5
Electronic_ISBN :
978-1-4244-1703-2
DOI :
10.1109/AMC.2008.4516157