一种新的非线性电液伺服系统参数辨识方法

Pan Zhao, Shaoping Wang, Xin Li, Boya Zhang
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引用次数: 6

摘要

提出了一种基于Matlab工具箱的电液伺服系统非线性常微分方程(ODE)模型的参数辨识方法,即固定已知参数值,辨识未知参数值。为了避免过度参数化问题,本文将辨识分为空载辨识(无载系统辨识)和有载辨识(有载系统辨识)两部分。为了验证该方法的性能,将其应用于一组模拟数据。识别结果表明,数据与识别出的模型具有较好的一致性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel method of parameter identification of nonlinear electrohydraulic servo systems
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.
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