开发基于移动机器人的精确3D位置测量系统
Pilgong Choi1, Jeng-O Kim1, Myeongjun Kim1,2
1Department of Laser & Electron Beam Technologies, Advanced Manufacturing Systems Research Division, Korea Institute of Machinery & Materials, Deajeon 34103, Republic of Korea.
Sensors (Basel, Switzerland)
|September 19, 2025
概括
这项研究引入了一种用于放置船泊块的自动化系统,大大提高了干码头维修的安全性和效率. 创新的机器人解决方案减少了设置时间,并提高了海军船舶维护的精度.
科学领域:
- 机器人和自动化 机器人和自动化
- 海洋工程 海洋工程
- 计算机视觉 计算机视觉
背景情况:
- 传统的手动对接块放置是耗时且危险的.
- 现有的大型船舶和海军舰艇维修方法缺乏效率和安全性.
- 手动操作涉及重材料,对工人构成重大风险.
研究的目的:
- 开发用于船舶维修的自动对接块放置系统.
- 为了提高安全性,减少设置时间,提高干码头运营的效率.
- 提供精确可靠的解决方案,用于重新安置对接块.
主要方法:
- 整合了一个无人起重机,一个6DOF机器人平台和一个具有3D精确定位的移动机器人.
- 使用3D激光追踪器,LiDAR和RTK-GPS进行毫米级的位置反.
- 开发了一个具有算法 (DBSCAN,KD-Tree,RANSAC) 的目标块,用于从3D点云数据中检测顶点.
主要成果:
- 在8米的距离上,在0.5毫米范围内实现了位置测量误差.
- 成功自动化了对接块的搬迁.
- 显著减少了设置时间,提高了工人安全.
结论:
- 自动化对接块放置系统为手工方法提供了更安全,更有效的替代方案.
- 该系统提高了干码头维护操作的整体容量和效率.
- 这项技术代表了海军船舶维修和维护的重大进步.
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