适应性递归滑动模式为电缆驱动连续机器人的轨迹跟踪控制
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Updated: Jul 1, 2025

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Operation of the Collaborative Composite Manufacturing CCM System
Published on: October 1, 2019
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Yanan Qin1, Qi Chen1, Chengjun Ming1
1School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China.
ISA transactions
|March 7, 2024
概括
本研究介绍了一种适应性干扰观察器-递归整体终端滑动模式控制 (ADO-RITSMC) 用于电缆驱动的连续机器人. 新的ADO-RITSMC方法显著提高了轨迹跟踪控制性能.
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:
- 电缆驱动的连续机器人 (CDCR) 由于复杂的动态,在轨迹跟踪方面存在挑战.
- 现有的控制方法往往在快速的短暂响应,准确性和稳定性方面扎.
研究的目的:
- 开发一种先进的控制策略,以提高CDCR轨迹跟踪的瞬态响应,准确性和稳定性.
- 为了解决CDCR中不确定的动态的影响.
主要方法:
- 提出了一种新的自适应干扰观察器-递归整体滑动模式控制 (ADO-RITSMC).
- 递归整体终端滑动模式控制 (RITSMC) 用于精确的错误收,没有喋喋不休.
- 开发了一个自适应性干扰观察器 (ADO),以估计和补偿不确定的动态.
- 改进的灰狼优化器 (IGWO) 集成到ADO中,以提高估计准确度.
主要成果:
- 在CDCR的轨迹跟踪控制中,ADO-RITSMC方法表现出卓越的性能.
- 拟议的控制策略实现了快速过渡响应和高跟踪精度.
- 该系统对不确定的动态和外部干扰具有强大的稳定性.
结论:
- ADO-RITSMC是一种高效的CDCR控制方法,性能优于现有方法.
- 集成IGWO显著改善了不确定的动态的估计.
- 这项研究有助于推进连续机器人对复杂任务的控制能力.
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