含摩擦分量的单自由度机械臂动力学模型

J. A. G. L. Junior, J. Balthazar, M. Ribeiro, F. C. Janzen, Â. Tusset
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引用次数: 0

摘要

本研究旨在结合LuGre摩擦模型,建立一自由度机械臂的动力学模型。本研究将数学模型与实验数据分析相结合,采用Stribeck曲线和非线性最小二乘法进行参数辨识。研究的目的是为了提高模型的精度,提高机器人的性能。选择LuGre模型是因为它能够捕捉摩擦的非线性行为,这是机器人控制系统中一个重要的误差来源。通过将动态模型的仿真结果与样机的实验数据进行比较,对所提出的表征方法的有效性进行了评价。结果表明,该模型准确地捕捉了摩擦的非线性行为,该方法可用于开发更精确的控制模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic Model of a Robotic Manipulator with One Degree of Freedom with Friction Component
This research aims to develop a dynamic model of a robotic manipulator with one degree of freedom by incorporating the LuGre friction model. The study combines a mathematical model with experimental data analysis, using the Stribeck curve and Non-linear Least Square method for Parameter Identification. The purpose of the study is to improve the accuracy of the model and enhance the performance of robotic manipulators. The LuGre model is chosen for its ability to capture the nonlinear behavior of friction, which is a significant source of error in robot control systems. The effectiveness of the proposed representation is evaluated by comparing the simulation results of the dynamic model with experimental data obtained from a prototype. The results indicate that the model accurately captures the nonlinear behavior of friction, and the proposed approach can be used to develop more accurate models for control purposes.
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