Survey on ontology-based explainable AI in manufacturing DOI
Muhammad Raza Naqvi, Linda Elmhadhbi, Arkopaul Sarkar

и другие.

Journal of Intelligent Manufacturing, Год журнала: 2024, Номер 35(8), С. 3605 - 3627

Опубликована: Фев. 1, 2024

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

128

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

110

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

66

Human-Centered AI in smart farming: Towards Agriculture 5.0 DOI Creative Commons
Andreas Holzinger, Iztok Fister, Iztok Fister

и другие.

IEEE Access, Год журнала: 2024, Номер 12, С. 62199 - 62214

Опубликована: Янв. 1, 2024

Язык: Английский

Процитировано

37

Machine Vision—Moving from Industry 4.0 to Industry 5.0 DOI Creative Commons

Maria Tzampazaki,

Charalampos Zografos,

Εleni Vrochidou

и другие.

Applied Sciences, Год журнала: 2024, Номер 14(4), С. 1471 - 1471

Опубликована: Фев. 11, 2024

The Fourth Industrial Revolution combined with the advent of artificial intelligence brought significant changes to humans’ daily lives. Extended research in field has aided both documenting and presenting these changes, giving a more general picture this new era. This work reviews application scientific literature on presence machine vision it each sector which contributed, determining exact extent its influence. Accordingly, an attempt is made present overview use Fifth identify between two consequent periods. uses PRISMA methodology follows form Scoping Review using sources from Scopus Google Scholar. Most publications reveal emergence almost every human life influence performance results. Undoubtedly, review highlights great offer many sectors, establishing searching for ways it. It also proven that systems can help industries gain competitive advantage terms better product quality, higher customer satisfaction, improved productivity.

Язык: Английский

Процитировано

29

Industry 5.0 and sustainable manufacturing: a systematic literature review DOI
Ganesh Narkhede, Bhavesh Nandanram Pasi, Neela Rajhans

и другие.

Benchmarking An International Journal, Год журнала: 2024, Номер unknown

Опубликована: Фев. 2, 2024

Purpose Industry 5.0 (I5.0) is eventually set to supersede 4.0 (I4.0), despite the fact that I4.0 continues gain ground in emerging nations like India. Now India aspiring be a global manufacturing hub, and I5.0 offers enormous potential position as forerunner intelligent collaborative systems. Therefore, this research article aims understand relationship between sustainable (SM) thoroughly; pinpoint its impact implementation challenges; analyze on Triple-Bottom-Line (TBL) sustainability; present an inclusive framework for Indian enterprises. Design/methodology/approach The coexistence of two industrial revolutions raises questions, which necessitates debates explanations. Thus, systematic literature review (SLR) approach used address issue study Web Science, Scopus, Science Direct Google Scholar databases. Following critical SLR, 82 papers have been cited article, majority articles were published from 2010 2022, ensure focused analysis pertinent recent scholarly contributions. Findings considered technology-driven, however, perceived value-driven. not replacement or chronological continuation paradigm. notion distinct perspective emphasizes necessity SM within TBL sustainability boundaries. introduces new TBL: resilience value creation, human well-being society. Indeed, seems economically, socially, environmentally while products with high productivity. Practical implications Theoretical pertain restructuring business models workforce transformation, whereas practical underscore significance enterprises embrace their development. By understanding nuanced SM, can navigate challenges, maximize productivity resilience. Originality/value existing presents general but lacks in-depth analysis. This rigorous SLR evaluates literature, enables understanding, identifies gaps provides evidence-based recommendations decision-making process. Furthermore, stand unbiased assessment, exploring theoretical suggesting future avenues.

Язык: Английский

Процитировано

24

A structural equation modeling framework for exploring the industry 5.0 and sustainable supply chain determinants DOI Creative Commons

Md. Asfaq Jamil,

Ridwan Mustofa, Niamat Ullah Ibne Hossain

и другие.

Supply Chain Analytics, Год журнала: 2024, Номер 6, С. 100060 - 100060

Опубликована: Фев. 23, 2024

Sustainable Supply Chain and Industry 5.0 are two important concepts reshaping how businesses operate in the modern world. Together, these drive advancement of a highly sustainable robust worldwide economy. Companies now becoming more supply chain management, using technologies like blockchain co-bots to track origin goods, ensure ethical sourcing, work with humans safely effectively. This study develops theoretical model highlighting determinants 5.0, Practices, by combining frameworks from manufacturing, chain, information systems literature. The study's analytic sample comprises 342 responses collected professionals working electronics industry's chain. Hypotheses were constructed employing deductive reasoning, leveraging insights gleaned prior research. is conducted utilizing Structural Equation Modeling (SEM) substantiate presumed connections among various constructs, namely, innovations, Practices (SSCP), Performance (SCP), Risks (SCR). analysis results show direct impact through can enhance mitigate Risks. Combining paradigms foster development new business models that prioritize sustainability contribute equitable environmentally friendly economy brings positive change for both society.

Язык: Английский

Процитировано

24

Role of Industry 5.0 for driving sustainability in the manufacturing sector: an emerging research agenda DOI
Ganesh Narkhede, Satish Chinchanikar,

Rupesh Narkhede

и другие.

Journal of strategy and management, Год журнала: 2024, Номер unknown

Опубликована: Фев. 7, 2024

Purpose With ever-increasing global concerns over environmental degradation and resource scarcity, the need for sustainable manufacturing (SM) practices has become paramount. Industry 5.0 (I5.0), latest paradigm in industrial revolution, emphasizes integration of advanced technologies with human capabilities to achieve socially responsible production systems. This paper aims provide a comprehensive analysis role I5.0 enabling SM. Furthermore, review discusses into core I5.0. Design/methodology/approach The systematic literature (SLR) method is adopted to: explore understanding SM; understand addressing sustainability challenges, including optimization, waste reduction, energy efficiency ethical considerations propose framework effective implementation concept enterprises. Findings represents progressive step forward from previous revolutions, emphasizing focus on sustainability. offers opportunities optimize usage minimize impact. Through automation, artificial intelligence (AI) big data analytics (BDA), manufacturers can enhance process efficiency, reduce implement proactive measures. By embracing incorporating SM practices, industries move towards more resource-efficient, environmentally friendly paradigm. Research limitations/implications findings presented this article have several implications changing workforce, skills requirements SM, highlighting interdisciplinary collaborations, policy support stakeholder engagement realize its full potential. Originality/value stand an unbiased assessment ascertain landscape occupied by driving sector. In addition, proposed will serve as basis

Язык: Английский

Процитировано

22

Industry 5.0 and sustainability: An overview of emerging trends and challenges for a green future DOI
Rame Rame, Purwanto Purwanto,

Sudarno Sudarno

и другие.

Innovation and Green Development, Год журнала: 2024, Номер 3(4), С. 100173 - 100173

Опубликована: Авг. 19, 2024

Язык: Английский

Процитировано

22

Advancing sustainable manufacturing: a systematic exploration of Industry 5.0 supply chains for sustainability, human-centricity, and resilience DOI Creative Commons
Nicholas Dacre, Jingyang Yan, Regina Frei

и другие.

Production Planning & Control, Год журнала: 2024, Номер unknown, С. 1 - 30

Опубликована: Июль 23, 2024

The emergence of Industry 5.0 provides new perspectives for the manufacturing sector, aiming to create sustainable, human-centric, and resilient approaches. Supply chains perform a vital role in realising these objectives by connecting suppliers customers providing value-added products services. However, despite growing interest, consideration this paradigm shift industry remains amorphous. In order address gap, paper presents systematic literature review 103 research articles from an initial corpus 8,079 proposes conceptual framework Chain within sector. is scaffolded on thematic analysis literature, including drivers transition, impacts supply chains, challenges, outcomes. This study valuable insights researchers, practitioners, policymakers seeking examine implications highlighting its potential enhance sustainability, social well-being, economic growth. Furthermore, proposed opportunities serve guide future practical applications around emerging topic.

Язык: Английский

Процитировано

20