数字技术在加强工业网络物理系统中人的融合方面的作用

IF 7.3 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Luis Piardi , Paulo Leitão , Jonas Queiroz , Joseane Pontes
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引用次数: 0

摘要

在数字化转型时代,尤其是在工业 5.0 时代,人类在工业网络物理系统(CPS)中发挥着积极作用,因为人类是此类自动化系统中最灵活的部分。然而,人与系统的集成并非易事,这也是一个相关的挑战,根据其执行的活动和相关的集成级别(即人在环(HitL)和人在网(HitM))提出了不同的要求。除了采用以人为本的设计方法外,数字技术(即物联网、人工智能、虚拟现实和增强现实以及协作机器人技术)的使用也有助于增强人类的能力,使其能够以更快、更高效的方式执行操作。本文讨论了新兴数字技术如何增强人类在工业 CPS 中的共生整合,分析了在 CPS 中适当实现 HitL 和 HitM 整合水平所必须考虑的不同方面和问题。本文介绍了四个实验案例研究,以证明使用数字技术加强人类与 CPS 融合的可行性,涵盖 HitL 和 HitM 两个层面。此外,还简要讨论了在此类环境中与受数字技术影响的人类融合因素有关的一些挑战,并指出了研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Role of digital technologies to enhance the human integration in industrial cyber–physical systems

In the digital transformation era, and particularly in Industry 5.0, humans play an active role in industrial cyber–physical systems (CPS) since they are the most flexible piece in such automated systems. However, their integration is not easy and constitutes a relevant challenge, presenting different requirements according to the activities they execute and the related integration levels, i.e., Human-in-the-Loop (HitL) and Human-in-the-Mesh (HitM). Besides the use of human-centric design approaches, the use of digital technologies, namely Internet of Things, Artificial Intelligence, virtual and augmented reality and collaborative robotics, can contribute to empower humans to perform their operations in a faster and more efficient manner. This paper discusses how emergent digital technologies can enhance a more symbiotic integration of humans in industrial CPS, contributing with the analysis of different aspects and concerns that must be considered to properly enable the HitL and HitM integration levels in CPS. Four experimental case studies are presented to demonstrate the feasibility of using digital technologies to enhance the human-CPS integration, covering HitL and HitM levels. Furthermore, some challenges related to the human-integration factors affected by the digital technologies in such environments are briefly discussed and pointed out as research directions.

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来源期刊
Annual Reviews in Control
Annual Reviews in Control 工程技术-自动化与控制系统
CiteScore
19.00
自引率
2.10%
发文量
53
审稿时长
36 days
期刊介绍: The field of Control is changing very fast now with technology-driven “societal grand challenges” and with the deployment of new digital technologies. The aim of Annual Reviews in Control is to provide comprehensive and visionary views of the field of Control, by publishing the following types of review articles: Survey Article: Review papers on main methodologies or technical advances adding considerable technical value to the state of the art. Note that papers which purely rely on mechanistic searches and lack comprehensive analysis providing a clear contribution to the field will be rejected. Vision Article: Cutting-edge and emerging topics with visionary perspective on the future of the field or how it will bridge multiple disciplines, and Tutorial research Article: Fundamental guides for future studies.
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