Mastrolembo Ventura Silvia, Bellagente Paolo, Rinaldi Stefano, Flammini Alessandra, Ciribini Angelo L C
Department of Civil, Architectural, Environmental Engineering and Mathematics (DICATAM), University of Brescia, 25123 Brescia, Italy.
Department of Information Engineering (DII), University of Brescia, 25123 Brescia, Italy.
Sensors (Basel). 2023 Dec 12;23(24):9770. doi: 10.3390/s23249770.
Construction is known as one of the most dangerous industries in terms of worker safety. Collisions due the excessive proximity of workers to moving construction vehicles are one of the leading causes of fatal and non-fatal accidents on construction sites internationally. Proximity warning systems (PWS) have been proposed in the literature as a solution to detect the risk for collision and to alert workers and equipment operators in time to prevent collisions. Although the role of sensing technologies for situational awareness has been recognised in previous studies, several factors still need to be considered. This paper describes the design of a prototype sensor-based PWS, aimed mainly at small and medium-sized construction companies, to collect real-time data directly from construction sites and to warn workers of a potential risk of collision accidents. It considers, in an integrated manner, factors such as cost of deployment, the actual nature of a construction site as an operating environment and data protection. A low-cost, ultra-wideband (UWB)-based proximity detection system has been developed that can operate with or without fixed anchors. In addition, the PWS is compliant with the General Data Protection Regulation (GDPR) of the European Union. A privacy-by-design approach has been adopted and privacy mechanisms have been used for data protection. Future work could evaluate the PWS in real operational conditions and incorporate additional factors for its further development, such as studies on the timely interpretation of data.
就工人安全而言,建筑业被认为是最危险的行业之一。在国际上,建筑工地致命和非致命事故的主要原因之一是工人与正在行驶的建筑车辆过度靠近而发生碰撞。文献中已提出接近预警系统(PWS)作为一种解决方案,用于检测碰撞风险并及时提醒工人和设备操作员以防止碰撞。尽管在先前的研究中已经认识到传感技术对态势感知的作用,但仍有几个因素需要考虑。本文描述了一种基于传感器的PWS原型设计,主要针对中小型建筑公司,旨在直接从建筑工地收集实时数据,并警告工人潜在的碰撞事故风险。它综合考虑了诸如部署成本、建筑工地作为运营环境的实际性质以及数据保护等因素。已开发出一种低成本、基于超宽带(UWB)的接近检测系统,该系统可以在有或没有固定锚点的情况下运行。此外,该PWS符合欧盟的《通用数据保护条例》(GDPR)。采用了设计时隐私方法,并使用隐私机制进行数据保护。未来的工作可以在实际运行条件下评估该PWS,并纳入其他因素以促进其进一步发展,例如对数据及时解读的研究。