Title :
Global identification of mechanical and electrical parameters of DC motor driven joint with a fast CLOE method
Author :
Robet, P. Ph ; Gautier, M. ; Jubien, A. ; Janot, A.
Author_Institution :
LUNAM, Univ. of Nantes, Nantes, France
Abstract :
In many cases of new actuation of compliant controlled or bio-inspired joint driven robot, a global identification of electrical and mechanical coupled dynamics is required. This paper proposes a technique which mixes a closed loop output error method with the inverse dynamic identification model method which allows using linear least-squares technique to estimate the parameters. A first approach which has been validated on a DC motor allows a decoupled identification of the electrical and mechanical dynamics but fails to make a simultaneous identification. A major improvement of that method is proposed to carry out the coupled identification of both mechanical and electrical parameters. A validation on a DC motor driven joint shows the effectiveness of the new procedure.
Keywords :
DC motors; least squares approximations; parameter estimation; robot dynamics; DC motor driven joint; bioinspired joint driven robot; closed loop output error method; closed-loop output error method; compliant controlled joint driven robot; electrical coupled dynamic identification; electrical parameter identification; fast CLOE method; inverse dynamic identification model; linear least-squares technique; mechanical coupled dynamic identification; mechanical parameter identification; DC motors; Equations; Estimation; Filtering; Joints; Mathematical model; Trajectory;
Conference_Titel :
Advanced Intelligent Mechatronics (AIM), 2013 IEEE/ASME International Conference on
Conference_Location :
Wollongong, NSW
Print_ISBN :
978-1-4673-5319-9
DOI :
10.1109/AIM.2013.6584258