Exploring the synergies between collaborative robotics, digital twins, augmentation, and industry 5.0 for smart manufacturing: A state-of-the-art review

IF 9.1 1区 计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Muhammad Hamza Zafar , Even Falkenberg Langås , Filippo Sanfilippo
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Abstract

Industry 5.0 aims at establishing an inclusive, smart and sustainable production process that encourages human creativity and expertise by leveraging enhanced automation and machine intelligence. Collaborative robotics, or “cobotics”,is a major enabling technology of Industry 5.0, which aspires at improving human dexterity by elevating robots to extensions of human capabilities and, ultimately, even as team members. A pivotal element that has the potential to operate as an interface for the teaming aspiration of Industry 5.0 is the adoption of novel technologies such as virtual reality (VR), augmented reality (AR), mixed reality (MR) and haptics, together known as “augmentation”. Industry 5.0 also benefit from Digital Twins (DTs), which are digital representations of a physical assets that serves as their counterpart — or twins. Another essential component of Industry 5.0 is artificial intelligence (AI), which has the potential to create a more intelligent and efficient manufacturing process. In this study, a systematic review of the state of the art is presented to explore the synergies between cobots, DTs, augmentation, and Industry 5.0 for smart manufacturing. To the best of the author’s knowledge, this is the first attempt in the literature to provide a comprehensive review of the synergies between the various components of Industry 5.0. This work aims at increasing the global efforts to realize the large variety of application possibilities offered by Industry 5.0 and to provide an up-to-date reference as a stepping-stone for new research and development within this field.

探索协作机器人技术、数字双胞胎、增强技术和工业 5.0 在智能制造中的协同作用:最新综述
工业 5.0 旨在建立一个包容、智能和可持续的生产流程,通过加强自动化和机器智能来鼓励人类的创造力和专业技能。协作机器人技术(或称 "协同机器人技术")是工业 5.0 的一项重要赋能技术,旨在通过将机器人提升为人类能力的延伸,最终成为团队成员,从而提高人类的灵活性。有可能成为工业 5.0 团队合作界面的一个关键因素是采用虚拟现实(VR)、增强现实(AR)、混合现实(MR)和触觉等新技术,这些技术统称为 "增强"。工业 5.0 还得益于数字孪生(DTs),即实物资产的数字表示,作为其对应物或孪生体。工业 5.0 的另一个重要组成部分是人工智能(AI),它有可能创造出更智能、更高效的制造流程。在本研究中,我们对最新技术进行了系统回顾,以探讨协作机器人、DT、增强技术和工业 5.0 在智能制造方面的协同作用。据作者所知,这是文献中首次尝试对工业 5.0 各组成部分之间的协同作用进行全面综述。这项工作旨在加强全球努力,以实现工业 5.0 提供的各种应用可能性,并提供最新的参考资料,作为该领域新研究和开发的基石。
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来源期刊
Robotics and Computer-integrated Manufacturing
Robotics and Computer-integrated Manufacturing 工程技术-工程:制造
CiteScore
24.10
自引率
13.50%
发文量
160
审稿时长
50 days
期刊介绍: The journal, Robotics and Computer-Integrated Manufacturing, focuses on sharing research applications that contribute to the development of new or enhanced robotics, manufacturing technologies, and innovative manufacturing strategies that are relevant to industry. Papers that combine theory and experimental validation are preferred, while review papers on current robotics and manufacturing issues are also considered. However, papers on traditional machining processes, modeling and simulation, supply chain management, and resource optimization are generally not within the scope of the journal, as there are more appropriate journals for these topics. Similarly, papers that are overly theoretical or mathematical will be directed to other suitable journals. The journal welcomes original papers in areas such as industrial robotics, human-robot collaboration in manufacturing, cloud-based manufacturing, cyber-physical production systems, big data analytics in manufacturing, smart mechatronics, machine learning, adaptive and sustainable manufacturing, and other fields involving unique manufacturing technologies.
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