Title :
Mechanical parameter estimation of motion control systems
Author :
Truong, Nguyen-Vu
Author_Institution :
Intell. Robot. & Autom. Lab. (IRAL), Inst. of Appl. Mech. & Inf., Ho Chi Minh City, Vietnam
Abstract :
Variation of relevant mechanical parameters (i.e. moment of inertia, viscous coefficient) highly influences the performance of servo motor drive systems as it affects the motor´s mechanical dynamics. This paper, on one hand, reviews relevant approaches to the estimation of such parameters of motion control systems, identifying their strengths and weaknesses. On the other hand, an efficient alternative to such an estimation problem is presented. This approach is relatively simple, thus computationally advantageous to implement, yet very robust to external disturbances such as measurement noise, mechanical resonance within the drive system.
Keywords :
machine control; mechanical variables control; motion control; motor drives; parameter estimation; servomotors; external disturbances; measurement noise; mechanical parameter estimation; mechanical resonance; moment-of-inertia; motion control systems; motor mechanical dynamics; servo motor drive systems; strength identification; viscous coefficient; weakness identification; Batch production systems; Least squares approximation; Mathematical model; Observers; Servomotors; Torque;
Conference_Titel :
Intelligent and Advanced Systems (ICIAS), 2012 4th International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4577-1968-4
DOI :
10.1109/ICIAS.2012.6306168