Digital twin-enabled safety monitoring system for seamless worker-robot collaboration in construction

IF 9.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY
Xiao Lin, Ziyang Guo, Xinxiang Jin, Hongling Guo
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引用次数: 0

Abstract

Worker-robot collaboration (WRC) has emerged as a transformative approach to augmenting the productivity of the construction industry. However, the development of a safety monitoring method or system for stopping robot operations in emergency is imperative, especially for seamless WRC on site. This paper presents a digital twin-enabled safety monitoring system for seamless WRC on site, characterized by its comprehensive perception of dynamic entities and dynamic calculation of protective separation distances during seamless WRC. The effectiveness of the proposed system is substantiated through a series of experiments, the result demonstrates its proficiency in mitigating collisions during robot operation in both static and dynamic WRC scenarios. The system achieves an average monitoring rate of 9.8 frames per second, an average reaction latency of 0.177 s, and a positional perception error of 0.09 m. It not only provides a practical tool for the implementation of seamless WRC on site, but also offers valuable insights for future WRC research.
数字双体安全监控系统,实现施工中工人与机器人的无缝协作
工人-机器人协作(WRC)已经成为提高建筑行业生产力的一种变革性方法。然而,开发一种在紧急情况下停止机器人操作的安全监测方法或系统是势在必行的,特别是对于现场无缝WRC。本文提出了一种数字双启用无缝WRC现场安全监测系统,该系统具有对动态实体的综合感知和无缝WRC过程中防护分离距离的动态计算的特点。通过一系列实验验证了该系统的有效性,结果表明该系统能够有效地减轻机器人在静态和动态WRC场景下的碰撞。系统平均监测速率为9.8帧/秒,平均反应延迟为0.177 s,位置感知误差为0.09 m。它不仅为无缝WRC的现场实施提供了实用工具,而且为未来WRC的研究提供了宝贵的见解。
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来源期刊
Automation in Construction
Automation in Construction 工程技术-工程:土木
CiteScore
19.20
自引率
16.50%
发文量
563
审稿时长
8.5 months
期刊介绍: Automation in Construction is an international journal that focuses on publishing original research papers related to the use of Information Technologies in various aspects of the construction industry. The journal covers topics such as design, engineering, construction technologies, and the maintenance and management of constructed facilities. The scope of Automation in Construction is extensive and covers all stages of the construction life cycle. This includes initial planning and design, construction of the facility, operation and maintenance, as well as the eventual dismantling and recycling of buildings and engineering structures.
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