DocumentCode :
1975017
Title :
The identification of parameters for servo system model
Author :
Ma, Hongyan ; Wang, LiLing ; Su, Xiaobin ; Shen, Bo
Author_Institution :
Ind. & Commercial Coll., Hebei Univ., Baoding, China
fYear :
2011
fDate :
16-18 Sept. 2011
Firstpage :
2699
Lastpage :
2702
Abstract :
Aiming at the linear and nonlinear friction characteristics that servo control system present, this paper brings up a novel identification approach, which decouples the servo system into a combination of a linear component and a nonlinear component in identification process. The system is converted to a structure which is a linear model plus a nonlinear feedback model. In order to avoid the effects of nonlinear friction and obtain the accurate model of linear component, two-set non-zero-crossing velocity square waves are used to excite the system response characteristics. The respective differences of the input and output signals of these two-set square waves are utilized as the identification signals to estimate the parameters of the linear model. Based on the obtained linear model of the system, the steady-state velocity outputs are used to determine the magnitudes of Coulomb friction. The results of simulation have proved the reliability of the model and the identification method.
Keywords :
least squares approximations; servomechanisms; Coulomb friction; linear model; nonlinear component; nonlinear feedback model; parameters identification; servo system model; steady-state velocity outputs; two-set square waves; Analytical models; Computational modeling; Educational institutions; Friction; Least squares methods; Mathematical model; Servomotors; nonlinear frictiong; servo system; the identification of parameters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical and Control Engineering (ICECE), 2011 International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4244-8162-0
Type :
conf
DOI :
10.1109/ICECENG.2011.6057144
Filename :
6057144
Link To Document :
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