Dynamic Parameters Identification of an Industrial Robot: a constrained nonlinear WLS approach

Abstract : This paper brings an identified model for a 6 degrees of freedom (dof) industrial robot, the Denso VP-6242G robot, with an end-effector composed of a spherical handle, fixed on a force sensor. This robot is intended to experiments in the field of Physical Human-Robot Interactions (PHRIs), for co-manipulation purposes. The control algorithms that are necessary to achieve a good PHRI, require a good knowledge of the robot dynamical model, especially the inertia matrix which should be positive definite whatever the configuration of the robot. However, most of industrial robots are supplied without any datasheet containing the inertial parameters nor Computer-Aided-Design (CAD) model. Hence, we propose to apply an identification procedure to experimental data, based on the Inverse Dynamic model Identification Method (IDIM). To ensure the positive definiteness of the inertia matrix, the used optimization step addresses the problem of nonlinear Weighted Least Squares (WLS), derived from the mathematical formulation of the identification problem, under a set of nonlinear constraints in the parameters. A validation step permits to check the efficiency of this approach for the Denso robot.
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Communication dans un congrès
IEEE. IEEE MED'18 : The 26th Mediterranean Conference on Control and Automation, Jun 2018, Zadar, Croatia. IEEE, pp.21-26, 2018, 2018 26th Mediterranean Conference on Control and Automation (MED). 〈10.1109/MED.2018.8442630〉
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Dernière modification le : lundi 24 septembre 2018 - 13:52:13
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Abdelkrim Bahloul, Sami Tliba, Yacine Chitour. Dynamic Parameters Identification of an Industrial Robot: a constrained nonlinear WLS approach. IEEE. IEEE MED'18 : The 26th Mediterranean Conference on Control and Automation, Jun 2018, Zadar, Croatia. IEEE, pp.21-26, 2018, 2018 26th Mediterranean Conference on Control and Automation (MED). 〈10.1109/MED.2018.8442630〉. 〈hal-01866334〉

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