Modeling in Industry 5.0: What Is There and What Is Missing: Special Session 1: Languages for Industry 5.0

Gaiardelli, Sebastiano; Spellini, Stefano; Lora, Michele; Fummi, Franco

doi:10.1109/fdl53530.2021.9568371

Cited by 17 publications

(13 citation statements)

References 34 publications

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“…With a predominant focus on the role of the human in the technological transition, substantial attention has been paid to human-robot collaboration in Industry 5.0 during the last couple of years [2,3,[35][36][37]. In addition, several studies investigate the human's role from various perspectives, i.e., technical, ethical, operational, societal, safety, etc., which has become one of the mainstream research directions to shape this new industrial revolution [6,34,38].…”

Section: Industry 50mentioning

confidence: 99%

“…Conveys the fact the production and logistics system must be improved with solid attention to human benefits and needs, by which the human is transformed from 'cost' to 'investment' [2]. From the operational aspect, this urges the promotion of hybrid alternatives in response to the industrial challenges, where the human power and human brain are involved not only in maintaining the surveillance but also in incorporating more intelligence and innovation and, to some extent, making decisions [3,35]. Industry 5.0 emphasizes research and development (R&D) activities to translate information into knowledge and meet sustainable social goals by upskilling humans through formal education or training schemes [2,6,36,56,57].…”

mentioning

confidence: 99%

“…Represents the flexibility and agility that a production plant needs to maintain in response to market change [36,58]. Today, customers are strikingly bombarded with high-tech innovations and products, and according to the constant changing in the market, personalized demands are one of the most significant challenges to the manufacturing industry [35]. To a larger extent, manufacturing systems are expected to transform from mass customization to mass personalization [36].…”

mentioning

confidence: 99%

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Moving from Industry 4.0 to Industry 5.0: What Are the Implications for Smart Logistics?

2022

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Given the importance of human centricity, resilience, and sustainability, the emerging concept of Industry 5.0 has pushed forward the research frontier of the technology-focused Industry 4.0 to a smart and harmonious socio-economic transition driven by both humans and technologies, where the role of the human in the technological transformation is predominantly focused on. Several studies discuss the impacts of disruptive technologies on smart logistics operations in Industry 4.0. However, since Industry 5.0 is a new concept and still in its infancy, its implications for smart logistics have not been discussed. To fill this gap, this paper presents a comparative bibliometric analysis to show the connection and differences between Industry 4.0 and Industry 5.0 and their implications for smart logistics. A thorough content analysis is then given to illustrate the features of smart logistics in Industry 5.0 concerning four areas, namely intelligent automation, intelligent devices, intelligent systems, and intelligent materials. The results show that, compared with Industry 4.0, the research of smart logistics in Industry 5.0 puts more focus on the interaction between humans and technology in the digital transition, with the increasing adoption of collaborative technologies, e.g., human–machine systems, collaborative robots, and human–robot collaboration. Finally, a research agenda is proposed for identifying future research directions of smart logistics in Industry 5.0.

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Section: Industry 50mentioning

confidence: 99%

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confidence: 99%

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confidence: 99%

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Moving from Industry 4.0 to Industry 5.0: What Are the Implications for Smart Logistics?

2022

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“…This unique combination of human and machine capabilities forms a fundamental aspect of the fifth industrial revolution [ 16 ]. Through the use of IoTs, humans can optimize their efficiency in performing critical tasks and responsibilities, resulting in enhanced safety, productivity, and overall performance [ 17 ].…”

Section: Introductionmentioning

confidence: 99%

A comprehensive STPA-PSO framework for quantifying smart glasses risks in manufacturing

Karevan,

Nadeau

2024

Heliyon

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“…Incidentally, the ultimate focus of Industry 4.0 is to diminish the dependence on human operators and increase focus on automation solutions; this is true, albeit Industry 4.0 is not yet completely cultivated and is still the key revolution towards digitalisation and smart manufacturing solutions in manufacturers' visions. On the contrary, the new breakthrough paradigm known as Industry 5.0 merges the complementary features of CPPS and human awareness to produce synergistic production environments [8][9][10][11][12][13][14][15]. Industry 5.0-also known as the "Age of Augmentation", considered the imminent era for the next industrial revolution, commits to integrating human ingenuity, experience, and awareness with smart machines to accomplish user-preferred production solutions [13,14].…”

Section: Introductionmentioning

confidence: 99%

Intelligent Retrofitting Paradigm for Conventional Machines towards the Digital Triplet Hierarchy

et al. 2023

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Industry 4.0 is evolving through technological advancements, leveraging information technology to enhance industry with digitalisation and intelligent activities. Whereas Industry 5.0 is the Age of Augmentation, striving to concentrate on human-centricity, sustainability, and resilience of the intelligent factories and synergetic industry. The crucial enhancer for the improvements accomplished by digital transformation is the notion of ‘digital triplet D3’, which is an augmentation of the digital twin with artificial intelligence, human ingenuity, and experience. digital triplet D3 encompasses intelligent activities based on human awareness and the convergence among cyberspace, physical space, and humans, in which Implementing useful reference hierarchy is a crucial part of instigating Industry 5.0 into a reality. This paper depicts a digital triplet which discloses the potency of retrofitting a conventional drilling machine. This hierarchy included the perceptive level for complex decision-making by deploying machine learning based on human ingenuity and creativity, the concatenated level for controlling the physical system’s behaviour predictions and emulation, the observing level is the iterative observation of the actual behaviour of the physical system using real-time data, and the duplicating level visualises and emulates virtual features through physical tasks. The accomplishment demonstrated the viability of the hierarchy in imitating the real-time functionality of the physical system in cyberspace, an immaculate performance of this paradigm. The digital triplet’s complexity was diminished through the interaction among facile digital twins, intelligent activities, and human awareness. The performance parameters of the digital triplet D3 paradigm for retrofitting were eventually confirmed through appraising, anomaly analysis, and real-time monitoring.

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Modeling in Industry 5.0: What Is There and What Is Missing: Special Session 1: Languages for Industry 5.0

Cited by 17 publications

References 34 publications

Moving from Industry 4.0 to Industry 5.0: What Are the Implications for Smart Logistics?

Moving from Industry 4.0 to Industry 5.0: What Are the Implications for Smart Logistics?

A comprehensive STPA-PSO framework for quantifying smart glasses risks in manufacturing

Intelligent Retrofitting Paradigm for Conventional Machines towards the Digital Triplet Hierarchy

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