Human-centricity in Industry 5.0 – revealing of hidden research topics by unsupervised topic modeling using Latent Dirichlet Allocation DOI
Peter Madzík, Lukáš Falát, Luay Jum’a

и другие.

European Journal of Innovation Management, Год журнала: 2024, Номер unknown

Опубликована: Март 6, 2024

Purpose The set of 2,509 documents related to the human-centric aspect manufacturing were retrieved from Scopus database and systmatically analyzed. Using an unsupervised machine learning approach based on Latent Dirichlet Allocation we able identify latent topics Industry 5.0. Design/methodology/approach This study aims create a scientific map thus provide systematic framework for further research development Findings In this 140 unique identified, 19 which had sufficient impact interest so that could mark them as most significant. addition significant topics, contains detailed analysis their points out connections. Originality/value 5.0 has three pillars – human-centric, sustainable, resilient. sustainable resilient been subject many studies in past. such description deep is currently just passing through.

Язык: Английский

Behind the definition of Industry 5.0: a systematic review of technologies, principles, components, and values DOI Creative Commons
Morteza Ghobakhloo, Mohammad Iranmanesh, Ming‐Lang Tseng

и другие.

Journal of Industrial and Production Engineering, Год журнала: 2023, Номер 40(6), С. 432 - 447

Опубликована: Май 27, 2023

This study addresses the emerging concept of Industry 5.0, which aims to tackle societal concerns associated with ongoing digital industrial transformation. However, there is still a lack consensus on definition and scope as well limited understanding its technological components, design principles, intended values. To bridge these knowledge gaps, conducts content-centric review relevant literature synthesizes evidence develop an architectural for 5.0. The findings reveal that 5.0 represents future transformation, offering potential solutions socio-economic environmental issues were inadequately addressed or exacerbated by 4.0. provides managers, industrialists, policymakers comprehensive overview including constituents, smart emphasizing importance stakeholder involvement integration effective governance transformation within this framework.

Язык: Английский

Процитировано

122

Industry 5.0 implications for inclusive sustainable manufacturing: An evidence-knowledge-based strategic roadmap DOI Creative Commons
Morteza Ghobakhloo, Mohammad Iranmanesh, Behzad Foroughi

и другие.

Journal of Cleaner Production, Год журнала: 2023, Номер 417, С. 138023 - 138023

Опубликована: Июль 6, 2023

Despite the hype surrounding Industry 5.0 and its importance for sustainability, micro-mechanisms through which this agenda can lead to socio-environmental values are largely understudied. The present study strived address knowledge gap by developing a strategic roadmap that outlines how boost sustainable manufacturing. first conducted content-centric literature review identified 12 functions inclusively further developed complex contextual relationships among explained they should be synergistically leveraged maximize their contribution sustainability. Results reveal value network integration, technology governance, business model innovation, skill development most driver tangible implications of Alternatively, renewable integration manufacturing resilience dependent hard-to-reach 5.0, materialization requires major collaboration stakeholders. stakeholders leverage technological functional constituents promote inclusively.

Язык: Английский

Процитировано

109

Do industry 5.0 advantages address the sustainable development challenges of the renewable energy supply chain? DOI Creative Commons
Behzad Masoomi, Iman Ghasemian Sahebi, Morteza Ghobakhloo

и другие.

Sustainable Production and Consumption, Год журнала: 2023, Номер 43, С. 94 - 112

Опубликована: Ноя. 3, 2023

Scholars assert that the fifth industrial revolution has potential to go beyond Industry 4.0's efficiency and advance supply chain objectives for sustainable development, including adaptability, a human-centered orientation, durability of social environmental issues. According 5.0-based solution methodologies, development challenges (SDCs) can be addressed in renewable energy (solar energy). This study provides distinct set 23 SDCs 19 5.0 advantages. Moreover, A hybrid fuzzy best worst method weighted aggregated sum product assessment technique are utilized context. To determine weight SDCs, preliminary data gathered based on experts' opinions. The outcomes indicate most significant "non-consideration human factors," "Inadequate regulation implementation standards," "Commitment inadequate management adopting sustainability," "non-uniform alignment sustainability, organization," "goal customer expectation." For overcoming "supply modularity," "research innovation problems," "building safer more complicated hyper-connected networks" prominent findings will give critical advantages creating sustainability continued industry expansion–society engagement chain, as well resilient society.

Язык: Английский

Процитировано

64

From Industry 4.0 Digital Manufacturing to Industry 5.0 Digital Society: a Roadmap Toward Human-Centric, Sustainable, and Resilient Production DOI Creative Commons
Morteza Ghobakhloo, Hannan Amoozad Mahdiraji, Mohammad Iranmanesh

и другие.

Information Systems Frontiers, Год журнала: 2024, Номер unknown

Опубликована: Фев. 22, 2024

Abstract The present study addresses two critical controversies surrounding the emerging Industry 5.0 agenda. Firstly, it seeks to elucidate driving forces behind accelerated momentum of agenda amidst ongoing digital industrial transformation. Secondly, explores how agenda’s sustainability values can be effectively realised. conducted a comprehensive content-centric literature synthesis and identified 4.0 shortcomings adversely impacted values. Furthermore, implements novel approach that determines in what order functions should leveraged promote objectives 5.0. Results reveal has benefited economic environmental most at organisational supply chain levels. Nonetheless, micro meso-social have been by 4.0. Similarly, worryingly detrimental macro like social or growth equality. These contradictory implications pulled However, results nine that, when appropriately correct order, offer important for realising socio-environmental goals For example, under extreme unpredictability business world uncertainties, first leverage automation integration capabilities gain necessary cost-saving, resource efficiency, risk management capability, antifragility allow them introduce sustainable innovation into their model without jeopardising survival. Various scenarios empowering knowledge practice.

Язык: Английский

Процитировано

37

Harmonizing sustainability in industry 5.0 era: Transformative strategies for cleaner production and sustainable competitive advantage DOI
Rishabh Sharma, Himanshu Gupta

Journal of Cleaner Production, Год журнала: 2024, Номер 445, С. 141118 - 141118

Опубликована: Фев. 14, 2024

Язык: Английский

Процитировано

33

Beyond Industry 4.0: a systematic review of Industry 5.0 technologies and implications for social, environmental and economic sustainability DOI Creative Commons
Morteza Ghobakhloo, Mohammad Iranmanesh, Masood Fathi

и другие.

Asia-Pacific Journal of Business Administration, Год журнала: 2024, Номер unknown

Опубликована: Май 4, 2024

Purpose The study seeks to understand the possible opportunities that Industry 5.0 might offer for various aspects of inclusive sustainability. aims discuss existing perspectives on classification technologies and their underlying role in materializing sustainability values this agenda. Design/methodology/approach systematically reviewed literature based PRISMA protocol. further employed a detailed content-centric review eligible documents conducted evidence mapping fulfill research objectives. Findings advancement is currently underway, with noteworthy initial contributions enriching its knowledge base. Although unanimous definition remains lacking, diverse viewpoints emerge concerning recognition fundamental potential yielding sustainable outcomes. expected contribution varies significantly depending context nature technologies. Practical implications holds advancing at both firm supply chain levels. It envisioned contribute proportionately three dimensions. However, current discourse primarily dwells theoretical conceptual domains, lacking empirical exploration practical implications. Originality/value This comprehensively explores economic, environmental social Despite promise, supporting effectiveness limited. Certain conditions are necessary realize benefits fully, yet mechanisms behind these require investigation. In regard, suggests several areas future research.

Язык: Английский

Процитировано

26

Generative artificial intelligence in manufacturing: opportunities for actualizing Industry 5.0 sustainability goals DOI Creative Commons
Morteza Ghobakhloo, Masood Fathi, Mohammad Iranmanesh

и другие.

Journal of Manufacturing Technology Management, Год журнала: 2024, Номер 35(9), С. 94 - 121

Опубликована: Май 27, 2024

Purpose This study offers practical insights into how generative artificial intelligence (AI) can enhance responsible manufacturing within the context of Industry 5.0. It explores manufacturers strategically maximize potential benefits AI through a synergistic approach. Design/methodology/approach The developed strategic roadmap by employing mixed qualitative-quantitative research method involving case studies, interviews and interpretive structural modeling (ISM). visualizes elucidates mechanisms which contribute to advancing sustainability goals Findings Generative has demonstrated capability promote various objectives 5.0 ten distinct functions. These multifaceted functions address multiple facets manufacturing, ranging from providing data-driven production enhancing resilience operations. Practical implications While each identified function independently contributes under 5.0, leveraging them individually is viable strategy. However, they synergistically other when systematically employed in specific order. Manufacturers are advised leverage these functions, drawing on their complementarities benefits. Originality/value pioneers early enhances performance framework. proposed suggests prioritization orders, guiding decision-making processes regarding where for what purpose integrate AI.

Язык: Английский

Процитировано

26

Leveraging cognitive digital twins in industry 5.0 for achieving sustainable development goal 9: An exploration of inclusive and sustainable industrialization strategies DOI
Rishabh Sharma, Himanshu Gupta

Journal of Cleaner Production, Год журнала: 2024, Номер 448, С. 141364 - 141364

Опубликована: Март 2, 2024

Язык: Английский

Процитировано

21

Unpacking Digital Transformation: Identifying key enablers, transition stages and digital archetypes DOI
Fatima Gillani, Kamran Ali Chatha,

Shakeel Sadiq Jajja

и другие.

Technological Forecasting and Social Change, Год журнала: 2024, Номер 203, С. 123335 - 123335

Опубликована: Март 26, 2024

Язык: Английский

Процитировано

21

A Framework for Sustainable Manufacturing: Integrating Industry 4.0 Technologies with Industry 5.0 Values DOI Open Access
Alejandro Manuel Martín-Gómez, Alejandro Agote-Garrido, Juan Ramón Lama-Ruiz

и другие.

Sustainability, Год журнала: 2024, Номер 16(4), С. 1364 - 1364

Опубликована: Фев. 6, 2024

The limitations imposed by resource scarcity and the imperative to mitigate adverse environmental societal impacts have intensified urgency of developing more sustainable manufacturing systems. Simultaneously, rapid development implementation new technologies is exacerbating digital divide among vulnerable workers. Concomitantly, enabling stemming from Industry 4.0 offer significant potential enhance competitiveness However, impact these on achieving remains uncertain. This paper embarks a comprehensive exploration address this knowledge gap. Initially, it assesses suitability each technology within across economic, social, dimensions sustainability. Subsequently, needs production process are studied characterize its performance. For this, ASTM E3012-22 standard introduced. Building upon foundation, incorporation 5.0 introduced guide selection for sustainability based core values, encompassing sustainability, human-centricity, resilience. integration guided values can help bridge technological Finally, theoretical framework proposed enable design systems values. enables seamless technologies, machinery, human expertise throughout system life cycle.

Язык: Английский

Процитировано

18