在智能水产养殖中用于艇的轨迹跟踪控制系统
Zhenqi Guo1,2, Junfeng Zhang3, Fancong Zeng1,2
1State Key Laboratory of Precision Blasting, Jianghan University, Wuhan, China.
PloS one
|August 17, 2023
概括
本研究介绍了智能水产养殖中无人地面车辆 (USV) 的有效轨迹跟踪控制系统. 开发的系统确保了艇的精确路径,使无线操作有效.
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
- 水产养殖技术 水产养殖技术
背景情况:
- 在智能水产养殖中,轨迹跟踪对无人驾驶表面车辆 (USV) 至关重要,这会影响效率和劳动强度.
- 现有的系统需要精确的控制,例如无线池药物喷等任务.
研究的目的:
- 为艇USV开发一个通用的轨迹跟踪控制系统.
- 为了实现智能水产养殖等应用的精确和无线操作.
主要方法:
- 为艇建立了一个三度自由度的动力学模型.
- 集成Pixhawk 4作为核心控制器,用于无线数据传输和远程控制.
- 开发了一种混合算法,将视线指导 (LOS) 与模糊的自适应比例-积分-微分 (PID) 控制器相结合.
主要成果:
- 艇成功实现了有效的轨迹跟踪,在可接受的误差范围内遵循计划的路点.
- 证明了在各种速度和转向角度有效的轨迹跟踪.
- 验证了系统在不同操作场景中精确遵循路径的能力.
结论:
- 开发的控制系统提供了一个可行的解决方案,用于精确的轨迹跟踪在艇USVs.
- 这项技术可以显著提高智能水产养殖操作的效率和自动化,包括无线药物喷.
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