Digital Twin-based Cyber Physical System for Sustainable Project Scheduling

R. Chakrabortty, H. Rahman, H. Mo, M. Ryan
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引用次数: 4

Abstract

In the presence of increasingly dynamic environments, frequent uncertainties, high customer specifications, strict project deadlines, and stricter requirements on sustainability, modern project managers are challenged in their ability to schedule and control projects. Thus, in the context of sustainable project scheduling problem, two important elements are to be considered as decision variables: the input elements of a scheduling (e.g. resources: workforce, machine, money) that enable the realization of a schedule for a project and the output element that are consequences of the realization of the project (e.g. completion time, energy, noise, pollution, waste etc.). In this context, integration of innovative approaches and concepts under the framework of fourth generation industrial revolution is must to build up a sustainable project scheduling model (SPSM). Considering this burning issue, this paper introduces digital twin (DT) technology and cyber physical system (CPS) principles to develop effective and efficient sustainable project scheduling systems and proposes a framework to show how they are interconnected through physical and cyber layers. The proposed framework is also applied to a real-life energy system as a case study for identification of the degradation of a physical layer.
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基于数字孪生的可持续项目调度网络物理系统
在日益动态的环境中,频繁的不确定性,高客户规格,严格的项目截止日期,以及对可持续性的更严格要求,现代项目经理在计划和控制项目的能力方面受到挑战。因此,在可持续项目调度问题的背景下,需要考虑两个重要因素作为决策变量:调度的输入因素(例如资源:劳动力,机器,金钱),使项目的进度得以实现;输出因素是项目实现的后果(例如完成时间,能源,噪音,污染,浪费等)。在此背景下,必须整合第四代工业革命框架下的创新方法和理念,构建可持续的项目调度模式。考虑到这一紧迫问题,本文介绍了数字孪生(DT)技术和网络物理系统(CPS)原则,以开发有效和高效的可持续项目调度系统,并提出了一个框架,以显示它们如何通过物理层和网络层相互连接。所提出的框架也适用于现实生活中的能源系统,作为识别物理层退化的案例研究。
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