Experiments on Model Identification and Control of an Industrial Robot Manipulator

Abstract In this paper a practical implementation of a simplified procedure for the identification of the model of an industrial robot manipulator is presented. The approach consists of selecting a priori only the most significant parameters of the dynamic model of the manipulator and subsequently their value is identified by means of appropriate motions of the links. Then, the identified model is exploited in a model-based controller. Experimental results show how the implementation of the overall methodology can be easily performed in industrial settings, allowing a significant reduction of the trajectory tracking error.

[1]  Christopher G. Atkeson,et al.  Estimation of Inertial Parameters of Manipulator Loads and Links , 1986 .

[2]  M. Gautier,et al.  Sequential identification of base parameters of robots , 1991, Fifth International Conference on Advanced Robotics 'Robots in Unstructured Environments.

[3]  M. Gautier,et al.  Exciting Trajectories for the Identification of Base Inertial Parameters of Robots , 1992 .

[4]  M. Gautier Optimal motion planning for robot's inertial parameters identification , 1992, [1992] Proceedings of the 31st IEEE Conference on Decision and Control.

[5]  Jan Swevers,et al.  Optimal robot excitation and identification , 1997, IEEE Trans. Robotics Autom..

[6]  P. Dutkiewicz,et al.  Experimental identification of robot and load dynamic parameters , 1993, Proceedings of IEEE International Conference on Control and Applications.

[7]  Maxime Gautier,et al.  Numerical calculation of the base inertial parameters of robots , 1990, Proceedings., IEEE International Conference on Robotics and Automation.

[8]  Pasquale Chiacchio,et al.  Identification of dynamic parameters and feedforward control for a conventional industrial manipulator , 1994 .

[9]  Wisama Khalil,et al.  Direct calculation of minimum set of inertial parameters of serial robots , 1990, IEEE Trans. Robotics Autom..

[10]  M. Gautier,et al.  Essential parameters of robots , 1991, [1991] Proceedings of the 30th IEEE Conference on Decision and Control.

[11]  Friedrich M. Wahl,et al.  Identification of robot dynamics with differential and integral models: a comparison , 1994, Proceedings of the 1994 IEEE International Conference on Robotics and Automation.

[12]  Bodo Heimann,et al.  IDENTIFICATION AND COMPENSATION OF GEAR FRICTION FOR MODELING OF ROBOTS , 1997 .