Experimental identification of dynamic parameters for a class of geared robots

Author:

Kozłowski Krzysztof R.,Dutkiewicz Piotr

Abstract

SUMMARYThe main objective of this paper is a presentation of an experimental identification of a non-direct drive robot and load dynamic parameters, which appear in the integral model. The last one is based on the energy theorem formulation. In the robotics literature there are not many experimental results known to the authors, concerning the identification of the dynamic parameters of different models. In order to satisfy this, the experimental system has been built around an industrial ASEA IRp-6 robot. In this paper we propose to precompute the friction characteristics which are separated in the integral model. Various aspects of the exciting trajectories are considered. It is shown how to identify the friction coefficients using a short integral model. The experimental results are presented, including comparison of the results for both integral and differential identification. The identified models are verified by computing the predicted torques and trajectories

Publisher

Cambridge University Press (CUP)

Subject

Computer Science Applications,General Mathematics,Software,Control and Systems Engineering

Reference52 articles.

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2. 45. Gautier M. , “Optimal Motion Planning for Robot”s Inertial Parameters Identification”, Proc. of the 31st IEEE Conference on Decision and Control, Tucson, USA (1992) pp. 70–73.

3. On Finding Exciting Trajectories for Identification Experiments Involving Systems with Nonlinear Dynamics

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3. Data-based dynamical modeling of externally observed actuators-only robots;IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans;2006-07

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