A robot dynamics parameter identification method based on an improved friction model

CN117621084BActive Publication Date: 2026-08-28CHINA ELECTRONIC TECH ROBOT CO LTD +1
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Patent Information

Application Number
CN202311823043.5
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2023-12-27
Publication Date
2026-08-28
Estimated Expiration
2043-12-27

AI Technical Summary

Technical Problem

但传统的实验辨识法,摩擦力模型采用的是线性库伦-粘性摩擦模型,忽略了低速取关节摩擦的实际非线性变化,而该非线性变化对机器人轨迹控制精度以及稳定性具有非常大的影响

Benefits of technology

[0036]分析可知,本发明公开一种基于改进摩擦力模型的机器人动力学参数辨识方法,本发明能够优化随动显示器支架机器人运动时的理论关节力矩,改善关节换向处的抖振问题。

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Abstract

The application provides a robot dynamics parameter identification method based on an improved friction force model, comprising the following steps: establishing a dynamics model of the robot; converting an expression of joint torque of the robot in the dynamics model of the robot into a linear form of link inertia parameters of the robot; setting an excitation trajectory of the robot, and obtaining dynamics data of the robot joints when the robot moves along the excitation trajectory; and calculating a minimum parameter set of the robot based on the dynamics model of the robot and the dynamics data of the robot joints by using a least square method. The application discloses a robot dynamics parameter identification method based on an improved friction force model, and can optimize the theoretical joint torque of a servo display support robot during movement, and improve the chattering problem at the joint reversing position.
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