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
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