DocumentCode
3429041
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
fYear
2011
fDate
12-15 Dec. 2011
Firstpage
5088
Lastpage
5093
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location
Orlando, FL
ISSN
0743-1546
Print_ISBN
978-1-61284-800-6
Electronic_ISBN
0743-1546
Type
conf
DOI
10.1109/CDC.2011.6160589
Filename
6160589
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