Digital Twin Framework for Real-time Monitoring of Robot-Arm in Construction Site

Ahmed Ali
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Abstract

In recent times, there has been notable progress in the advancement of robotic arm utilization within construction operations, either as replacements for or collaborators with human labour, enhancing the efficiency of task execution. However, the integration of robot arms at construction sites introduces a pronounced susceptibility to potential accidents, necessitating vigilant and ongoing supervision. Concurrently, significant strides have been witnessed in enhancing the quality and safety oversight of robotic arms within the industrial domain. In light of these developments, this scholarly article presents an innovative framework for the real-time onsite monitoring of robotic arms engaged in indoor construction activities, underpinned by the foundational principles of the Digital Twin paradigm, referred to as iTWIN. The articulated framework comprises two interrelated modules: (1) iTWIN-visualize, a dynamic system engendering a contemporaneous digital emulation of the target activity to facilitate comprehensive quality assessment and progressive monitoring, and (2) iTWIN-monitor, a component dedicated to the identification and demarcation of hazardous zones, concomitantly tracking the movement patterns of onsite personnel to ensure their safety. The conceptual model is substantiated and validated through an illustrative case study, wherein the efficacy and viability of the proposed system are rigorously examined. The empirical findings gleaned from the study incontrovertibly establish the successful realization of a digital twin representation of the designated construction activity concomitant with the robust surveillance of worker well-being. The discernible outcomes augur a prospective trajectory wherein the pervasive adoption of the iTWIN framework is anticipated to engender heightened precision and safety in the integration of robotic arms within the construction milieu, thereby enhancing operational accuracy and minimizing potential risks.
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用于实时监控建筑工地机械臂的数字孪生框架
近来,在建筑施工作业中使用机械臂方面取得了显著进展,机械臂既可以替代人工,也可以与人工合作,从而提高任务执行效率。然而,在建筑工地上使用机械臂很容易发生潜在事故,因此必须对其进行警惕和持续监督。与此同时,工业领域在提高机械臂的质量和安全监督方面也取得了长足进步。鉴于这些发展,这篇学术文章提出了一个创新框架,以数字孪生范例的基本原则为基础,对从事室内建筑活动的机械臂进行实时现场监控,简称为 iTWIN。该框架由两个相互关联的模块组成:(1) iTWIN-visualize,这是一个动态系统,对目标活动进行实时数字模拟,以促进全面质量评估和逐步监控;(2) iTWIN-monitor,这是一个专门用于识别和划分危险区域的组件,同时跟踪现场人员的移动模式,以确保他们的安全。该概念模型通过一个说明性案例研究得到证实和验证,其中对拟议系统的功效和可行性进行了严格审查。研究得出的实证结果无可争议地证明,在对工人的健康状况进行有力监控的同时,还成功实现了对指定建筑活动的数字孪生表示。可辨认的结果预示着未来的发展轨迹,即 iTWIN 框架的普遍采用预计将提高建筑环境中机械臂集成的精确度和安全性,从而提高操作的准确性并最大限度地降低潜在风险。
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