Title :
Joint stiffness identification from only motor force/torque data
Author :
Gautier, M. ; Janot, A. ; Jubien, A. ; Vandanjon, P.O.
Author_Institution :
Inst. de Rech. en Commun. et Cybernetique de Nantes (IRCCyN), Nantes, France
Abstract :
This paper deals with joint stiffness identification with only actual motor force/torque data instead of motor and load positions. The parameters are estimated by using the DIDIM method which needs only input data. This method was previously validated on a 6 DOF rigid robot and is now extended to flexible systems. The criterion to be minimized is the quadratic error between the measured actual motor force/torque and the simulated one. The optimal parameters are calculated with the Nelder - Mead simplex algorithm. An experimental setup exhibits the experimental identification results and shows the effectiveness of our approach.
Keywords :
elasticity; force measurement; machine control; robots; torque measurement; 6 DOF rigid robot; DIDIM method; Nelder-Mead simplex algorithm; flexible systems; joint stiffness identification; load positions; measured actual motor force-torque; motor force-torque data; motor positions; optimal parameters; quadratic error; Band pass filters; Force; Friction; Joints; Mathematical model; Robots; Torque;
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2011.6160589