Generative artificial intelligence of things systems, multisensory immersive extended reality technologies, and algorithmic big data simulation and modelling tools in digital twin industrial metaverse

Equilibrium Quarterly Journal of Economics and Economic Policy, Год журнала: 2024, Номер 19(2), С. 429 - 461

Опубликована: Июнь 30, 2024

Research background: Multi-modal synthetic data fusion and analysis, simulation modelling technologies, virtual environmental location sensors shape the industrial metaverse. Visual digital twins, smart manufacturing sensory mining techniques, 3D twin predictive maintenance tools, big mobile analytics, cloud-connected spatial computing devices further immersive spaces, decentralized worlds, reality Purpose of article: We aim to show that extended cognitive systems, computer vision-based production neuro-engineering interoperability improve artificial intelligence-based metaverse hyper-immersive simulated environments. Geolocation tracking image processing computational robot motion algorithms, technologies economic business management environments Methods: Quality tools: AMSTAR, BIBOT, CASP, Catchii, R package Shiny app citationchaser, DistillerSR, JBI SUMARI, Litstream, Nested Knowledge, Rayyan, Systematic Review Accelerator. Search period: April 2024. terms: “digital metaverse” + “artificial Intelligence Things systems”, “multisensory technologies”, “algorithmic tools”. Selected sources: 114 out 336. Published research inspected: 2022–2024. PRISMA was reporting quality assessment tool. Dimensions VOSviewer were deployed as visualization tools. Findings & value added: Simulated augmented multi-sensory explainable decision support cloud-based robotic cooperation ambient intelligence deep learning-based analytics tools are instrumental in The necessitates connected enterprise reality-embedded twins.

Язык: Английский

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The Future of Education: A Multi-Layered Metaverse Classroom Model for Immersive and Inclusive Learning

Future Internet, Год журнала: 2025, Номер 17(2), С. 63 - 63

Опубликована: Фев. 4, 2025

Modern education faces persistent challenges, including disengagement, inequitable access to learning resources, and the lack of personalized instruction, particularly in virtual environments. In this perspective, we envision a transformative Metaverse classroom model, Multi-layered Immersive Learning Environment (Meta-MILE) address these critical issues. The Meta-MILE framework integrates essential components such as immersive infrastructure, interactions, social collaboration, advanced assessment techniques enhance student engagement inclusivity. By leveraging three-dimensional (3D) environments, artificial intelligence (AI)-driven personalization, gamified pathways, scenario-based evaluations, model offers tailored experiences that traditional classrooms often struggle achieve. Acknowledging potential challenges accessibility, infrastructure demands, data security, study proposed practical strategies ensure equitable safe interactions within Metaverse. Empirical findings from our pilot experiment demonstrated framework’s effectiveness improving skill acquisition, with broader implications for educational policy competency-based, experiential approaches. Looking ahead, advocate ongoing research validate long-term outcomes technological advancements make more accessible secure. Our perspective underscores shaping inclusive, future-ready environments capable meeting diverse needs learners worldwide.

Язык: Английский

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Forging the Industrial Metaverse for Industry 5.0: Where Extended Reality, IIoT, Opportunistic Edge Computing, and Digital Twins Meet

IEEE Access, Год журнала: 2024, Номер 12, С. 95778 - 95819

Опубликована: Янв. 1, 2024

The Industrial Metaverse can benefit from the concepts fostered by Industry 5.0, since it implies making use of dynamic and up-to-date content, as well fast human-to-machine interactions. To enable such enhancements, this article proposes concept Meta-Operator, which is essentially an industrial worker that follows principles 5.0 interacts with applications his/her surroundings through advanced Extended Reality (XR) devices. In order to build foundations future Meta-Operators, provides a thorough description main technologies support concept: components Metaverse, latest XR accessories Opportunistic Edge Computing (OEC) communications (to detect interact surrounding Internet Things (IoT) IoT (IIoT) devices). Moreover, paper analyzes how create next generation based on concepts, including most relevant standardization initiatives, integration AR/MR devices IoT/IIoT solutions, development software architectures creation shared experiences opportunistic collaborative protocols. Finally, extensive list potential for thoroughly challenges research lines. Thus, holistic view useful guidelines developers researchers will Metaverse.

Язык: Английский

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A visual management and augmented-reality-based training module for the enhancement of short and long-term procedural knowledge retention in complex machinery setup

Computers & Industrial Engineering, Год журнала: 2024, Номер 196, С. 110478 - 110478

Опубликована: Авг. 13, 2024

Язык: Английский

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Utilization of Immersive Virtual Reality as an Interactive Method of Assignment Presentation

Electronics, Год журнала: 2024, Номер 13(8), С. 1430 - 1430

Опубликована: Апрель 10, 2024

Virtual reality is a technology with many possible uses and ways to improve various processes, including the presentation of results. This paper deals utilization virtual as tool for assignment presentation. During classes manufacturing assembly systems design, conventional form was replaced immersive reality, where students would present their work while wearing headset walking around 3D model design. The main goal test whether this approach had positive impact on students’ motivation engagement in creation presenting itself. To approach, small case study took place at Department Industrial Engineering, Faculty Mechanical Engineering University Žilina. In conclusion, overall responses experiment were positive; majority felt more comfortable motivated put effort into preparation. Wearing caused not have directly face audience, giving them confidence presenting. Additionally, novelty made engaged showing work. There plan integrate stable part assignment.

Язык: Английский

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A Bibliometric Review of the Trends of Construction Digitalization Research in the Last Decade

Опубликована: Май 10, 2024

The integration of digital technologies into construction practices has emerged as a pivotal area interest, reflecting its substantial influence on the future trajectory industry. This study undertakes comprehensive bibliometric analysis literature digitalization spanning from 2013 to 2023, sourced Elsevier Scopus database. Employing key terms such "construction digitalization," "BIM," 4.0," and "digital methodologies," research methodically extracts scrutinizes relevant articles. Advanced tools like VOS viewer were utilized delve networks, offering insights prevailing trends within built environment sector. findings reveal pronounced emphasis modeling, automation, blockchain technologies, emerging paradigms smart contracts modular construction. investigation enriches academic discourse by elucidating varied subtleties, ongoing shifts, prospective directions in ever-evolving landscape research.

Язык: Английский

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Challenges for Education in the New Era: Education and Training in Industry 5.0 Roles

Опубликована: Март 10, 2024

This exploratory research presents the new Industry 5.0 challenges, differences in progressive industrial revolution, and primary education training roles. The theory that will justify program development is adoption stages, barriers facilitators, pedagogical shift, student engagement outcomes, sustainability scalability. results suggest transformations such as omnidigital ICT. F. Therefore, rethinking Education role, understanding when why occurs considering past, people's expectations, oriented generations.

Язык: Английский

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Virtual Engineering: Hands‐on Integration of Product Lifecycle Management, Computer‐Aided Design, eXtended Reality, and Artificial Intelligence in Engineering Education

Chemie Ingenieur Technik, Год журнала: 2024, Номер unknown

Опубликована: Сен. 9, 2024

Abstract Engineering education at the Institute for Information Management in integrates product lifecycle management (PLM), computer‐aided design (CAD), eXtended reality (XR), and artificial intelligence (AI) to enhance learning prepare students modern challenges. Our interdisciplinary approach, emphasizing digital twins virtual twins, fosters immersive, hands‐on experiences. This paper reviews our strategies, comparing them with global initiatives, highlighting transformative impact of curriculum on preparing future engineers complex industrial environments.

Язык: Английский

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Integration of extended reality and CAE in the context of industry 4.0

International Journal of Computer Integrated Manufacturing, Год журнала: 2024, Номер unknown, С. 1 - 23

Опубликована: Сен. 8, 2024

Язык: Английский

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Cybersecurity and Privacy Challenges in Extended Reality: Threats, Solutions, and Risk Mitigation Strategies

Virtual Worlds, Год журнала: 2024, Номер 4(1), С. 1 - 1

Опубликована: Дек. 30, 2024

Extended Reality (XR), encompassing Augmented (AR), Virtual (VR), and Mixed (MR), enables immersive experiences across various fields, including entertainment, healthcare, education. However, its data-intensive interactive nature introduces significant cybersecurity privacy challenges. This paper presents a detailed adversary model to identify threat actors attack vectors in XR environments. We analyze key risks, identity theft behavioral data leakage, which can lead profiling, manipulation, or invasive targeted advertising. To mitigate these we explore technical solutions such as Advanced Encryption Standard (AES), Rivest–Shamir–Adleman (RSA), Elliptic Curve Cryptography (ECC) for secure transmission, multi-factor biometric authentication, anonymization techniques, AI-driven anomaly detection real-time monitoring. A comparative benchmark evaluates solutions’ practicality, strengths, limitations applications. The findings emphasize the need holistic approach, combining robust measures with privacy-centric policies, ecosystems ensure user trust.

Язык: Английский

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