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双机器人协作研磨抛光系统的动力学校准和轨迹跟踪研究
Wenduan Yan1,2, Luwei Xu1,2, Yifang Sun1
1School of Optoelectronic and Mechanical Engineering, Minnan University of Science and Technology, Quanzhou 362700, China.
Sensors (Basel, Switzerland)
|July 12, 2025
概括
本研究介绍了一种用于双机器人系统的新校准方法,提高了协同研磨和抛光中的运动规划准确性. 经过验证的方法增强了空间绘图,用于精确的机器人操作.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 制造业 工程 制造工程
- 控制系统 控制系统
背景情况:
- 双机器人协作系统面临着运动规划的挑战.
- 准确的空间映射对于精密任务,如研磨和抛光至关重要.
- 现有的校准方法可能缺乏复杂的协作操作所需的准确性.
研究的目的:
- 开发和验证一个系统的解决方案,用于运动规划在双机器人协同研磨和抛光.
- 为了提高机器人基地和工具坐标系统之间的空间绘图精度.
- 提高制造业中双机器人系统的可靠性和实用性.
主要方法:
- 建立了一个双机器人姿势约束模型.
- 整合了"握手"方法与七点校准方法.
- 在MATLAB上使用修改的Denavit-Hartenberg (DH) 方法开发了EPSON C4-A901S机器人的动力建模.
- 构建并模拟了一种双机器人协作研磨模型.
主要成果:
- 实现了增强的空间绘图准确性.
- 通过模拟验证了双机器人协作研磨模型的可靠性.
- 实验验证表明,在重复试验中,平均误差低于8毫米.
- 证实了集成校准方法的实际应用.
结论:
- 提出的系统解决方案有效地解决了双机器人协同研磨和抛光的运动规划挑战.
- 集成的"握手"和七点校准方法显著提高了空间绘图的准确性.
- 经过验证的模型和实验设置证实了系统的准确性和工业应用的准备.
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