研究强大的模糊逻辑滑动模式控制的两个DOF智能水下操纵器的研究
1International College, Wuhan University of Science and Technology, Wuhan 430065, China.
Mathematical biosciences and engineering : MBE
|November 3, 2023
概括
本研究介绍了一种模糊逻辑滑动模式控制 (FSMC) 算法,用于精确控制两度自由度 (Two-DOF) 水下操纵器的运动. FSMC算法有效地减少了跟踪错误,并在具有挑战性的水下环境中提高了控制稳定性.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 海洋工程 海洋工程
- 控制系统 控制系统
背景情况:
- 水下操纵器需要精确的运动控制来完成复杂的任务.
- 传统的控制方法面临着水下动态和干扰的挑战.
- 对水下力量的准确建模对于有效控制至关重要.
研究的目的:
- 开发一种先进的控制算法,用于独立控制双DOF水下操纵器的运动.
- 为了解决传统的滑动模式控制的局限性,例如聊天.
- 为了提高轨迹跟踪的准确性和稳定性在水下环境.
主要方法:
- 使用拉格朗奇方程和莫里森的公式,开发了用于双DOF水下操纵器的动态模型.
- 精确计算的水下干扰因素:耐水性,增加质量和浮力.
- 设计了一个新的模糊逻辑滑动模式控制 (FSMC) 算法.
主要成果:
- 模拟分析证明了水下因素对操纵器轨迹跟踪的影响.
- 拟议的FSMC算法有效地消除了控制错误,并减少了聊天.
- 在趋同速度,控制精度和输入稳定性方面取得了显著改进.
结论:
- 与传统方法相比,FSMC算法为双DOF水下操纵器控制提供了卓越的性能.
- 精确的建模和先进的控制是实现高精度水下操作的关键.
- 这项研究有助于智能水下机器人的发展.
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