Title :
A novel method of parameter identification of nonlinear electrohydraulic servo systems
Author :
Zhao, Pan ; Wang, Shaoping ; Li, Xin ; Zhang, Boya
Author_Institution :
Sci. & Technol. on Aircraft Control Lab., Beihang Univ., Beijing, China
Abstract :
This paper presents a parameter identification method with nonlinear ordinary differential equation (ODE) model for electro-hydraulic servo systems (EHSS) based on Matlab toolbox, in which the values of known parameters are fixed and the values of unknown parameters are identified. In order to avoid the problem of over-parameterization, this paper divides the identification into two parts, i.e. no-load identification (identification of the system without load) and with-load identification (identification of the system with load). To test the performance of this method, it is applied to a set of simulated data. Identification results demonstrate perfect correspondence between the data and the identified models.
Keywords :
differential equations; electrohydraulic control equipment; nonlinear systems; servomechanisms; Matlab toolbox; no-load identification; nonlinear electrohydraulic servo systems; nonlinear ordinary differential equation model; parameter identification method; with-load identification; Data models; Electrohydraulics; Load modeling; Mathematical model; Parameter estimation; Servomotors; Valves; ODE; electrohydraulic servo system; nonlinear; parameter identification;
Conference_Titel :
Fluid Power and Mechatronics (FPM), 2011 International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-8451-5
DOI :
10.1109/FPM.2011.6045824