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研究表面跟踪和磨机机器人的恒定力控制
Xiaohua Shi1, Mingyang Li2, Yuehu Dong1
1School of Mechanical Engineering, Yanshan University, Qinhuangdao 066000, China.
Sensors (Basel, Switzerland)
|July 11, 2023
概括
这项研究介绍了一种新的机器人研磨系统,用于像风力轮机叶片这样的大,曲的表面. 模糊的PID控制策略提高了精度和适应性,实现了出色的表面粗度 (Ra = 23μm).
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:
- 机器人研磨大型曲线工件,由于未知的表面参数,因此在质量和效率方面存在挑战.
- 现有的控制算法往往缺乏适应性,并与复杂的研磨过程作斗争.
研究的目的:
- 设计和实施一个高效的机器人研磨系统,用于大,曲面的工件,未知参数.
- 开发一个强大的控制算法,以提高研磨质量和适应性.
主要方法:
- 确定了一种新的研磨机器人结构和运动模式.
- 提出了一个基于模糊PID (比例-整数-导数) 的力量/位置混合控制策略.
- 进行了位置跟踪和恒定力控制的实验验证.
主要成果:
- 与正常的PID相比,模糊的PID策略显示出更好的响应速度和更少的静态误差.
- 该系统能够在允许的误差范围内精确控制研磨力和料速度.
- 机器人成功地将地面表面的粗度为Ra = 23μm,满足随后的工艺要求.
结论:
- 拟议的机器人研磨系统和模糊的PID控制策略对于大,曲的工件是可行的和有效的.
- 该系统提高了研磨质量和效率,而不需要工件表面的特定模型.
- 获得的表面粗度符合随后制造工艺的严格要求.
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