Mapping the Research Landscape of Industry 5.0 from a Machine Learning and Big Data Analytics Perspective: A Bibliometric Approach

Sustainability, Journal Year: 2024, Volume and Issue: 16(7), P. 2764 - 2764

Published: March 27, 2024

Over the past years, machine learning and big data analysis have emerged, starting as a scientific fictional domain, very interesting but difficult to test, becoming one of most powerful tools that is part Industry 5.0 has significant impact on sustainable, resilient manufacturing. This garnered increasing attention within scholarly circles due its applicability in various domains. The scope article perform an exhaustive bibliometric existing papers belong data, pointing out capability from point view, explaining usability applications, identifying which actual continually changing domain. In this context, present paper aims discuss research landscape associated with use terms themes, authors, citations, preferred journals, networks, collaborations. initial focuses latest trends how researchers lend helping hand change preconceptions about learning. annual growth rate 123.69%, considerable for such short period, it requires comprehensive check boom articles Further, exploration investigates affiliated academic institutions, influential publications, key contributors, delineative authors. To accomplish this, dataset been created containing researchers’ extracted ISI Web Science database using keywords 2016 ending 2023. incorporates graphs, describe relevant country collaborations, used words. ends review globally cited documents, describing importance 5.0.

Language: Английский

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Unveiling barriers to Industry 5.0 adoption in supply chains: a DEMATEL approach

RAUSP Management Journal, Journal Year: 2024, Volume and Issue: 59(2), P. 123 - 137

Published: April 30, 2024

Purpose The objective of this research is to investigate the barriers impacting integration Industry 5.0 (I5.0) in supply chain sustainability. By understanding these challenges, study aims provide valuable insights that can guide organizations successfully implementing transformative potential I5.0. ultimate aim improve operational efficiency and advocate for sustainable practices within chains. Design/methodology/approach Research has used industry expert interviews, a comprehensive literature review decision-making trial evaluation laboratory approach analysis. interviews serve capture first-hand from professionals well versed field, providing practical perspectives on I5.0 adoption. Findings This identifies technological organizational barriers, regulatory impediments economic constraints as pivotal factors inhibiting widespread adoption limitations/implications serves foundation future investigations into overcoming adoption, guiding scholars practitioners refining strategies successful implementation. Practical implications findings offer aiming adopt I5.0, informing decision-makers key challenges facilitating development targeted overcome them. Social social lie fostering business through contributing environmental responsibility societal well-being. Originality/value contributes original practitioners, policymakers researchers navigating complex landscape ensuring meaningful contributions both academia industry.

Language: Английский

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Challenges of industrial systems in terms of the crucial role of humans in the Industry 5.0 environment

Production Engineering Archives, Journal Year: 2024, Volume and Issue: 30(1), P. 94 - 104

Published: Feb. 22, 2024

Abstract The fourth industrial revolution (4IR) means the ubiquitous digitization of economic processes using more economical and efficient production technologies. Orientation to productivity, flexibility low costs results in a slow process dehumanization industry concentration only on implementing Industry 4.0 (I4.0) digital A natural consequence this trend is concern governments, employees communities about new challenges importance man ecosystem. hope emergence concept suggested by European Commission (EU), which expands components existing I4.0 include human-centric, environmental resilience aspects. 5.0 (I5.0) an excellent alternative development today's dehumanized world. article aims identify key research areas related formation role human being safe work environment I5.0 concept. analyzes based systematic review literature indexed Web Science Scopus databases. Identifies issues humans environment. In addition, priority directions for developing identified their impact forming are determined knowledge experts with experience technologies 4IR.

Language: Английский

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A human-centric system combining smartwatch and LiDAR data to assess the risk of musculoskeletal disorders and improve ergonomics of Industry 5.0 manufacturing workers

Computers in Industry, Journal Year: 2023, Volume and Issue: 155, P. 104042 - 104042

Published: Nov. 24, 2023

Language: Английский

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Security Risk Assessment Framework for the Healthcare Industry 5.0

Sustainability, Journal Year: 2023, Volume and Issue: 15(23), P. 16519 - 16519

Published: Dec. 3, 2023

The relevance of Industry 5.0 confirms the collaborative relationship between humans and machines through an inclusive automation process. healthcare industry at present is facilitated by use these emerging technologies, which promise a more personalized, patient-centric approach, enabling prompt, cost-effective, efficacious medical care to affected. However, managing enormous data volumes, lack standards, risks security, regulatory obstacles, such as compliance, are critical issues that must be addressed ensure can effectively integrated into industry. This research assumes significance in stated context it seeks reveal gaps security threats assessments for personalized services based on 5.0. study’s investigations cite identification various imperative need prioritized so optimal system. Furthermore, study peruses risk enhancing safeguarding Moreover, also proposes framework assessment (SRVFHI5.0) A step-wise procedure applied validate proposed provide support designing feasible evaluation criteria tools future research. Statistical analysis was performed evaluate measure applicability multiple criteria, tool’s reliability, factor analysis. offers adequate basis accepting suggested methodology Healthcare implementation well further

Language: Английский

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IoT-Driven Innovations: A Case Study Experiment and Implications for Industry 5.0

BIO Web of Conferences, Journal Year: 2024, Volume and Issue: 86, P. 01071 - 01071

Published: Jan. 1, 2024

This paper uses a thorough case study experiment to examine the real-world applications of IoT-driven innovations within context Industry 5.0. The factory floor has temperature 32.5°C, warehouse humidity 58%, and safe pressure level 102.3 kPa on manufacturing line, according an analysis IoT sensor data. A 5.7% decrease in energy use was made possible by data-driven strategy, as shown office's CO2 levels falling 450 parts per million. participants, who had varied range skills, were instrumental implementation IoT, well-organized schedule guaranteed smooth deployment. Key 5.0 indicators, such +2% production efficiency, -5.7% usage, -29% quality control flaws, +33.3% inventory turnover, show significant gains. metrics evaluation, methodology, study, 5.0, innovations, revolutionary potential are highlighted these results.

Language: Английский

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Sustainability in Industry 4.0: A Systematic Review

Revista de Gestão Social e Ambiental, Journal Year: 2024, Volume and Issue: 18(2), P. e04078 - e04078

Published: Feb. 23, 2024

Objetivo: O estudo foi avaliado à sustentabilidade na engenharia e obrigações as principais revistas publicações que abordaram esse tema indústria moderna consideraram a perspectiva da 4.0. Lacuna : A é um de grande relevância nos dias atuais, busca constantemente novas abordagens para alinhar suas práticas às demandas ambientais sociais. Material métodos: Utilizou o banco dados Scopus foram realizadas duas pesquisas abrangendo (termos relacionados) 4.0 relacionados). Na primeira pesquisa, utilizados termos pesquisa relacionados (e seus sinônimos). segunda sinônimos) não perder conteúdos relevantes. Resultados discussão: fase Indústria baseada em tecnologias como os 'Sistemas Ciber-Físicos' 'Internet das Coisas'. Em 2018, número artigos aumentou significativamente. 2019, quantidade dobrou relação ao ano anterior, com total 37 artigos. Os resultados ressaltam importância contexto global impacto potencial nesse tema. Implicações pesquisa: As identificadas incluem "Sustainability", "Economics Management and Financial Markets" "Journal of Self-Governance Economics". campo dinâmico está se tornando cada vez mais central no científica. ANÁLISE BIBLIOMÉTRICA DE

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An Experimental Protocol for Human Stress Investigation in Manufacturing Contexts: Its Application in the NO-STRESS Project

Systems, Journal Year: 2023, Volume and Issue: 11(9), P. 448 - 448

Published: Aug. 31, 2023

Stress is a critical concern in manufacturing environments, as it impacts the well-being and performance of workers. Accurate measurement stress essential for effective intervention mitigation strategies. This paper introduces holistic human-centered protocol to measure settings. The three-phased integrates analysis physiological signals, indicators, human perception stress. incorporates advanced techniques, such electroencephalography (EEG), heart rate variability (HRV), galvanic skin response (GSR), electromyography (EMG), capture responses associated with Furthermore, considers indicators an additional dimension measurement. Indicators task execution time, errors, production rate, other relevant metrics contribute comprehensive understanding environments. also integrated into protocol, recognizing subjective experience individual. component captures self-assessment reports, allowing more nuanced evaluation levels. By adopting approach, proposed aims enhance our factors was applied automotive industry plastic manufacturing. insights gained from this can inform targeted interventions improve worker well-being, productivity, overall organizational performance.

Language: Английский

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Enhancing Smart City Services with AI: A Field Experiment in the Context of Industry 5.0

BIO Web of Conferences, Journal Year: 2024, Volume and Issue: 86, P. 01063 - 01063

Published: Jan. 1, 2024

The practical effects of incorporating artificial intelligence (AI) into Industry 5.0 smart city services are made evident by this empirical research. use AI-powered traffic management yields a noteworthy 32.94% rise in volume, signifying progression towards improved urban mobility. AI waste optimization results 5.71% increase collection efficiency, highlighting the importance operational effectiveness and resource conservation. control energy shows an 8.57% decrease, confirming AI's sustainable practices. AI-enhanced public safety offers dependable event prediction, indicating safer cityscapes. These highlight revolutionary potential establish cities as safe, secure, environments.

Language: Английский

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Human-Machine Collaboration and Emotional Intelligence in Industry 6.0

Advances in medical technologies and clinical practice book series, Journal Year: 2024, Volume and Issue: unknown, P. 221 - 246

Published: June 14, 2024

This chapter focuses on how human-centred methods and cutting-edge technologies are combined to create new opportunities for creativity synergy. Industry 6.0 aims improve decision-making, communication, problem-solving within the industrial ecosystem by utilizing emotional intelligence. explores role that intelligence plays in maximizing human-machine collaboration, discussing opportunities, problems, consequences advancement of industry future. It reveals revolutionary power influencing dynamics through a thorough analysis. deals with summary 6.0, emphasizing its focus using enhance rather than replace human talents. The shift towards emotionally intelligent collaboration represents key milestone evolution holds potential revolutionize future work.

Language: Английский

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