安全,坚固,适应性运动控制,用于未完善的海洋机器人
G Reza Nazmara1, A Pedro Aguiar1
1SYSTEC, ARISE, and Department of Electrical and Computer Engineering, Faculty of Engineering, University of Porto, 4200-465 Porto, Portugal.
Sensors (Basel, Switzerland)
|June 27, 2024
概括
这项研究引入了一种安全的适应性后退控制器,用于未完成的海洋机器人,通过使用简单的传感器和模糊系统来提高对不确定性的稳定性. 该方法确保了实际的有限时间稳定性,以实现更安全的水下航行.
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
- 海洋工程 海洋工程
背景情况:
- 在不确定的海洋环境中运行,需要强大而安全的控制系统.
- 现有的控制策略往往难以保证安全性和稳定性,以应对各种不确定性.
- 适应性后退控制为应对这些挑战提供了一个有希望的框架.
研究的目的:
- 设计一个安全的自适应式后退控制系统,用于低功率的海洋机器人.
- 提高控制系统对动力学和动态不确定性的稳定性.
- 确保实用的有限时间稳定性,以在不确定的环境中可靠运行.
主要方法:
- 开发一种自适应的后退控制策略,包括一个模糊的不确定性补偿系统.
- 用于提高安全性和跟踪的漏斗表面和非线性滑动表面的定义.
- 利亚普诺夫理论的应用,以正式证明半全球实践有限时间稳定性.
主要成果:
- 拟议的控制系统在动力学和动态层面都表现出了稳健性.
- 整合一个简单的模糊系统有效地弥补了系统的不确定性.
- 在未经调节的海洋机器人上进行的模拟验证了控制设计的有限时间稳定性和安全性.
结论:
- 创新的安全自适应后退控制系统为未完成的海洋机器人提供了强大的解决方案.
- 使用简单的传感器和模糊系统提高了实用性和效率.
- 正式证明的稳定性确保了在具有挑战性的海洋条件下可靠的性能.
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