IoTwins:在工业制造和设施管理环境中实施分布式和混合式数字孪生系统

Future Internet Pub Date : 2024-02-17 DOI:10.3390/fi16020065
Paolo Bellavista, G. Modica
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摘要

数字孪生(DT)是指物理对象、系统、流程或实体的虚拟表示或数字复制品。这一概念涉及创建一个详细、实时的数字对应物,模仿其物理对应物的行为、特征和属性。DT 有可能通过提供对其所代表的物理系统的详细、实时了解来提高效率、降低成本和加强决策。这项技术正在能源、医疗保健和交通等众多领域得到应用,它似乎是第四次工业革命(工业 4.0)推动的工业数字化转型的关键组成部分。在本文中,我们介绍了 IoTwins 项目取得的研究成果,这是一个欧洲研究项目,旨在研究在工业制造和设施管理领域采用 DT 的机遇和问题。特别是,我们讨论了一种 DT 模型和参考架构,供研究界用于在云连续体中实施工业 DT 的开发和部署平台。在所设计架构原则的指导下,我们实施了一个开放平台和一种开发方法,以帮助企业构建基于 DT 的工业应用,并将其部署到所谓的边缘/云连续体中。为了证明所实施平台的研究价值和可用性,我们讨论了一个简单而实用的开发用例。
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IoTwins: Implementing Distributed and Hybrid Digital Twins in Industrial Manufacturing and Facility Management Settings
A Digital Twin (DT) refers to a virtual representation or digital replica of a physical object, system, process, or entity. This concept involves creating a detailed, real-time digital counterpart that mimics the behavior, characteristics, and attributes of its physical counterpart. DTs have the potential to improve efficiency, reduce costs, and enhance decision-making by providing a detailed, real-time understanding of the physical systems they represent. While this technology is finding application in numerous fields, such as energy, healthcare, and transportation, it appears to be a key component of the digital transformation of industries fostered by the fourth Industrial revolution (Industry 4.0). In this paper, we present the research results achieved by IoTwins, a European research project aimed at investigating opportunities and issues of adopting DTs in the fields of industrial manufacturing and facility management. Particularly, we discuss a DT model and a reference architecture for use by the research community to implement a platform for the development and deployment of industrial DTs in the cloud continuum. Guided by the devised architectures’ principles, we implemented an open platform and a development methodology to help companies build DT-based industrial applications and deploy them in the so-called Edge/Cloud continuum. To prove the research value and the usability of the implemented platform, we discuss a simple yet practical development use case.
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