一种动态建模和轨迹跟踪控制方法,用于机对接的双臂机制
Ronghua Liu1,2, Feng Pan3
1School of Automation, Beijing Institute of Technology, Beijing, 10008, China. ronghua5416@163.com.
Scientific reports
|May 5, 2025
概括
使用拉格朗奇动态方程的新型控制方法提高了双机器人臂对接的准确性. 这种模糊的后退滑动模式控制器确保了精确的轨迹跟踪和在口对接应用中强大的性能.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 控制系统工程 控制系统工程
- 机械工程 机械工程
背景情况:
- 精确控制双机器人臂系统对于复杂的任务,如口对接至关重要.
- 现有的控制方法在动态环境中可能缺乏稳定性或精度.
研究的目的:
- 为双机器人臂口对接机制提出和验证一项新的轨道跟踪控制方法.
- 通过使用先进的控制策略,提高对接过程的稳定性和准确性.
主要方法:
- 使用拉格朗日动态方程在一般化坐标系中推导动能和潜在能方程.
- 建立双臂机制的拉格朗日动态方程,并结合了斯特里贝克摩擦模型.
- 设计和分析一个具有模糊后退滑动模式控制器的协作控制系统.
主要成果:
- 拟议的模糊后退滑动模式控制器有效地调整系统增益以提高稳定性.
- 软件模拟和真实实验证实了运动和速度轨迹的准确跟踪.
- 实现的最大绝对误差和轴的标准偏差 接后的角度为0.501°和0.004°,符合生产要求.
结论:
- 基于拉格朗日动力学和模糊逻辑开发的控制方法显著提高了双机器人臂对接精度.
- 该控制器表现出强大的性能,并符合工业应用的严格准确性标准.
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