集成视觉系统的智能安全头盔用于工业基础设施检查:对支持VSLAM的技术进行全面审查
Emmanuel A Merchán-Cruz1, Samuel Moveh1, Oleksandr Pasha2
1Engineering Faculty, Transport and Telecommunication Institute, Lauvas Iela 2, LV-1019 Riga, Latvia.
Sensors (Basel, Switzerland)
|August 14, 2025
概括
具有可视同步定位和映射 (VSLAM) 的智能安全头盔正在通过提供实时映射和增强工人意识来彻底改变基础设施检查. 这些先进的头盔提高了工业环境中的效率,数据质量和安全性.
科学领域:
- 机器人和计算机视觉 机器人和计算机视觉
- 工业工程 工业工程 工业工程
- 可穿戴技术可穿戴技术
背景情况:
- 集成视觉系统的智能安全头盔正在演变为工业基础设施检查的复杂平台.
- 这些系统利用可视同步定位和绘图 (VSLAM) 进行环境绘图和检查员协助.
研究的目的:
- 对用于基础设施检查的支持VSLAM的智能头盔进行全面的最先进的审查.
- 分析这些技术的演变,能力,挑战和未来趋势.
主要方法:
- 系统的文献搜索高影响力的期刊,专利和行业报告.
- 头盔集成相机系统的分类和比较 (单眼,立体,两向).
- 审查VSLAM算法,传感器融合技术和处理架构.
主要成果:
- 在各种工业环境中,VSLAM头盔显著提高了检查效率,数据质量和工人安全.
- 分析与VSLAM头盔采用相关的技术,人为因素和监管挑战.
- 识别新兴趋势,包括语义SLAM,AI缺陷识别和小型化.
结论:
- 配备VSLAM的智能头盔为基础设施检查提供了一种变革性的方法,增强实时绘图和情境意识.
- 在系统标准化和与资产管理集成方面存在关键研究缺口.
- 提供了行业采用和未来研究方向的建议.
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