Title :
Practical implementation of adaptive friction compensation based on partially identified LuGre model
Author :
Kabzinski, Jacek ; Jastrzebski, Marcin
Author_Institution :
Inst. of Autom. Control, Lodz Univ. of Technol., Lodz, Poland
Abstract :
We present implementation of the proposed adaptive control algorithm working together with a partially identified LuGre friction model to improve performance of linear permanent magnet motor servo. Experimental verification of the system operation is described. We discuss in detail identification of the model parameters, we describe necessary tests and comment on the model accuracy. We give detailed information about control system parameter tuning and we discuss the effect of measurement errors and numerical limitations of a discrete controller on the system performance. We investigate effects of parameter variations on the obtained tracking accuracy for different desired position trajectories.
Keywords :
adaptive control; compensation; linear motors; permanent magnet motors; trajectory control; adaptive control algorithm; adaptive friction compensation; control system parameter tuning; linear permanent magnet motor; model parameter identification; partially identified LuGre model; position trajectory; Adaptation models; Adaptive control; Force; Friction; Iron; Observers; Trajectory; adaptive control; friction; linear servo;
Conference_Titel :
Methods and Models in Automation and Robotics (MMAR), 2014 19th International Conference On
Conference_Location :
Miedzyzdroje
Print_ISBN :
978-1-4799-5082-9
DOI :
10.1109/MMAR.2014.6957439