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Real-time resource tracking for analyzing value-adding time in construction

机译:用于分析施工中的值添加时间的实时资源跟踪

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Improving the effectiveness of production control has attracted the interest of researchers and lean construction practitioners over recent years, through techniques such as Last Planner System (LPS) and Location-based Management System (LBMS). However, in these techniques, data collection and analysis still remain manual. Remotely locating workers on site has been suggested as a potential technology to collect crucial data required for production control. The purpose of this study is to test the applicability of a real-time tracking system for collecting data for production control in different types of construction projects. We applied Bluetooth Low Energy (BLE) technology in real-time tracking of workers in three case projects, including residential, office building, and plumbing renovation. We compared various tracking device placement strategies and analyzed the share of uninterrupted presence of workers in work locations based on the collected data. The findings show that both location-based and time-based information of workers can be obtained in real time from the proposed system, but issues of accuracy and coverage need to be considered when defining the data collection plan for each project. Accuracy and coverage issues can be resolved to a significant degree by applying heuristics in data analysis rather than investing in a more sophisticated tracking technology. The conclusion is that real-time tracking technologies are ready for implementation when certain heuristics and guidelines for installation are followed. It is possible to calculate a real-time presence index on a construction site. These data could be used to evaluate the impact of construction management interventions on waste on-site.
机译:通过近年来,通过诸如最后的计划系统(LPS)和基于位置的管理系统(LBMS)等技术,提高生产控制的有效性引起了研究人员和精益建筑从业者的利益。但是,在这些技术中,数据收集和分析仍然是手动。已经建议远程定位现场工人作为潜在的技术,以收集生产控制所需的关键数据。本研究的目的是测试实时跟踪系统的适用性,以便在不同类型的建筑项目中收集生产控制数据。我们在三个案例项目中的实时跟踪蓝牙低能量(BLE)技术,包括住宅,办公楼和管道装修。我们将各种跟踪设备放置策略进行了比较,并根据收集的数据分析工作地点中的工人不间断存在的份额。调查结果表明,基于位置和基于时间的工作人员信息可以从所提出的系统实时获得,但在为每个项目定义数据收集计划时,需要考虑准确性和覆盖问题。通过在数据分析中应用启发式,而不是投资更复杂的跟踪技术,可以将准确度和覆盖问题解决。结论是,当遵循某些启发式的启发式和准则时,实时跟踪技术已准备好实施。可以在施工现场计算实时存在索引。这些数据可用于评估建筑管理干预对现场废物的影响。

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