De Benedictis Alessandra, Mazzocca Nicola, Somma Alessandra, Strigaro Carmine
IEEE J Biomed Health Inform. 2023 Oct;27(10):5143-5154. doi: 10.1109/JBHI.2022.3205506. Epub 2023 Oct 5.
The digital transformation process fostered by the development of Industry 4.0 technologies has largely affected the health sector, increasing diagnostic capabilities and improving drug effectiveness and treatment delivery. The Digital Twin (DT) technology, based on the virtualization of physical assets/processes and on a bidirectional communication between the digital and physical space for data exchange, is considered a game changer in modern health systems. Digital Twin applications in healthcare are various, ranging from virtualization of hospitals' physical spaces/organizational processes to individuals' physiological/genetic/lifestyle characteristics replication, and include the modeling of public health-related processes for monitoring, optimization and planning purposes. In this paper, motivated by the current COVID-19 pandemic, we focus on the application of the Digital Twin technology for virus containment on the workplace through social distancing. The contribution of this paper is three-fold: i) we review the existing literature on the adoption of the Digital Twin technology in the healthcare domain, and propose a classification of DT applications into four categories; ii) we propose a generalized Digital Twin architecture that can be used as reference to identify the main functional components of a Digital Twin system; iii) we present CanTwin, a real-life industrial case study developed by Hitachi and representing the Digital Twin of a canteen service serving 1100 workers, set up for social distancing monitoring, queue inspection, people counting and tracking, table occupancy supervision.
工业4.0技术的发展所推动的数字化转型进程在很大程度上影响了医疗部门,提高了诊断能力,提升了药物疗效和治疗效果。数字孪生(DT)技术基于物理资产/流程的虚拟化以及数字空间与物理空间之间用于数据交换的双向通信,被视为现代医疗系统中的变革性技术。医疗领域的数字孪生应用多种多样,从医院物理空间/组织流程的虚拟化到个人生理/遗传/生活方式特征的复制,还包括用于监测、优化和规划目的的公共卫生相关流程建模。在本文中,受当前新冠疫情的启发,我们聚焦于数字孪生技术通过保持社交距离在工作场所控制病毒传播方面的应用。本文的贡献有三个方面:i)我们回顾了医疗领域采用数字孪生技术的现有文献,并提出将数字孪生应用分为四类;ii)我们提出了一种通用的数字孪生架构,可作为识别数字孪生系统主要功能组件的参考;iii)我们介绍了CanTwin,这是日立公司开展的一个实际工业案例研究,代表了为1100名工人提供餐饮服务的食堂的数字孪生,用于社交距离监测、队列检查、人数统计与跟踪、餐桌占用情况监督。