基于强大的滑动模式方法的机器人操纵器端效应器轨迹的跟踪控制
1Wuxi Vocational College of Science and Technology, Jiangsu Wuxi, 214000, China.
PloS one
|April 15, 2025
概括
本研究介绍了一种新的滑动模式控制 (SMC) 方法,用于在危险的自动化任务中精确跟踪机器人操纵器轨迹. 这种方法显著减少了错误,提高了工业应用的路径跟踪和稳定性.
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
- 自动化技术自动化技术
背景情况:
- 精确的轨迹跟踪对于机器人操纵器 (RMs) 在自动化中至关重要,特别是在危险环境中.
- 现有的控制方法可能在动态RM操作中难以获得准确性和稳定性.
- 开发先进的控制策略对于提高RM性能和安全至关重要.
研究的目的:
- 开发一个强大的滑动模式控制 (SMC) 规律,用于精确跟踪机器人操纵器的轨迹.
- 为了提高RM运动控制在笛卡尔坐标中的稳定性和准确性.
- 通过数值模拟验证拟议的控制方法的有效性.
主要方法:
- 在笛卡尔坐标中开发RM端效应器的动态模型.
- 基于控制输入和联合扭矩之间的关系,设计了一个强大的滑动模式控制 (SMC) 规律.
- 进行数值模拟以评估轨迹跟踪性能和系统稳定性.
主要成果:
- 拟议的SMC方法实现了机器人操纵器的轨迹跟踪的高精度.
- 与传统方法相比,观察到跟踪错误的显著减少.
- 在路径跟踪和整体系统稳定性方面都表现出更好的性能.
结论:
- 开发的SMC法为RMS的精确轨迹跟踪提供了强大而准确的解决方案.
- 该方法非常适合实时工业自动化任务,特别是在危险环境中.
- 模拟结果证实了拟议的控制策略的有效性和可靠性.
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