工业机器人具有柔性关节的偏移估计
Huan Liu1, Yaguo Lei1, Xiao Yang1
1Key Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China.
Fundamental research
|June 27, 2024
概括
这项研究引入了两个用于估计机器人偏移的新算法,提高了制造业的加工精度. 这些方法解决了测量机器人动态的挑战,并提高了工业机器人的精度.
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:
- 工业机器人提供灵活性和成本效益,但由于不够的刚性而导致定位不准确.
- 提高加工精度是机器人制造的一个关键研究领域.
- 测量关节扭矩和位置,以及计算动态合,是相当大的挑战.
研究的目的:
- 为机器人偏移估计提出两种新的前向动态算法.
- 为了提高工业机器人的加工精度.
- 为了克服测量机器人关节参数和动态合的困难.
主要方法:
- 使用李理论开发机器人动力学和动力学算法,包括旋转链动态合.
- 实施一个隐式的数值集成算法,用于在只有电机位置可用时估计偏移.
- 使用数值代估计算法用于在电机位置和扭矩都可用时估计偏移.
主要成果:
- 拟议的算法准确估计机器人的偏移,关节扭矩和位置.
- 在一个6DOF串行机器人上的模拟验证了开发算法的有效性.
- 隐式集成算法仅使用电机位置数据来估计参数.
结论:
- 开发的前进动态算法有效地提高了制造业中的机器人定位精度.
- 这些算法为克服机器人系统中的测量困难和动态合问题提供了解决方案.
- 这项研究有助于提高工业机器人的精度和可靠性.
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