通过基于模型的自适应性强健控制与关节摩擦补偿来精确跟踪水下电动操纵器
Xincheng Hu1, Chong Shen1, Fanghao Huang1
1State Key Laboratory of Ocean Sensing, Zhejiang University, Hangzhou, 310058, China; Ocean College, Zhejiang University, Zhoushan, 316021, China.
ISA transactions
|July 17, 2025
概括
本研究介绍了水下电动操纵器的自适应性强控制,补偿关节摩擦,以在具有挑战性的海洋环境中实现精确的跟踪性能.
科学领域:
- 机器人和控制系统 机器人和控制系统
- 海洋工程 海洋工程
- 机械电子学是什么意思 机械电子学
背景情况:
- 水下电动操纵器提供高精度,但面临诸如关节摩擦,非线性和参数不确定性等挑战,由于恶劣的环境.
- 现有的控制方法可能会与水下操作固有的复杂动态和不确定性作斗争.
研究的目的:
- 为水下电动操纵器开发基于模型的适应性强大的控制策略.
- 通过专门解决和补偿关节摩擦来提高跟踪精度.
主要方法:
- 根据操纵器的基本动力学模型设计了一个适应性强大的控制器.
- 开发了一种改进的LuGre模型,以仔细描述关节摩擦.
- 实施了参数识别,并制定了联合摩擦补偿控制法.
主要成果:
- 拟议的控制器有效地弥补了关节摩擦,模型非线性和参数不确定性.
- 进行比较的水下实验表明,跟踪性能显著提高.
- 实现了精确的跟踪,这对于高精度的水下操作至关重要.
结论:
- 基于模型的自适应性强控制与关节摩擦补偿是提高水下电动操纵器性能的可行解决方案.
- 这种方法克服了水下机器人的关键挑战,使得操作更加可靠和准确.
- 该研究通过实验证据验证了拟议的控制策略的有效性.
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