基于LuGre模型的伺服系统线性化设计及参数辨识

Min Zhu, Ao Liu, Siyu Gao, Q. Gao
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引用次数: 0

摘要

提出了基于LuGre模型的含摩擦伺服系统线性化控制和参数辨识方法。给出了用状态空间方法设计控制器的过程和渐近稳定的分析条件。考虑到实际应用,对控制器结构进行了简化。为了保证系统的稳定性,采用Louts准则导出了参数范围。针对LuGre模型的动态参数难以获取的问题,提出了一种利用高增益闭环速度控制的辨识算法。该算法可以方便地在可接受的精度范围内得到结果。最后,通过仿真验证了算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Linearization Design of Servo System and Parameter Identification Based on LuGre Model
This paper proposes linearization control for servo systems with friction and parameter identification based on LuGre model. We give the process of controller design using state space method and analysis conditions for asymptotic stability. Considering practical application, the structure of controller is simplified. To guarantee the system stability, parameters range is derived with Louts criterion. The dynamic parameters of LuGre model are usually difficult to obtain, thus a new identification algorithm is presented by utilizing a high-gain closed-loop speed control. The algorithm can conveniently get results in an acceptable precision scope. Finally, the validity of the algorithm is verified through simulation.
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