An Approach for Modeling and Simulation of Virtual Sensors in Automatic Control Systems Using Game Engines and Machine Learning DOI Creative Commons
João Rosas, Luís Brito Palma, Rui Azevedo Antunes

et al.

Sensors, Journal Year: 2024, Volume and Issue: 24(23), P. 7610 - 7610

Published: Nov. 28, 2024

We live in an era characterized by Society 4.0 and Industry where successive innovations that are more or less disruptive occurring. Within this context, the modeling simulation of dynamic supervisory control systems require dealing with sophistication complexity, effects terms development errors higher costs. One most difficult aspects simulating these is handling vision sensors. The current tools provide sensors but a specific limited way. This paper describes six-step approach to sensor virtualization. For testing approach, platform based on game engines was developed. As contributions, can simulate systems, including industrial processes Furthermore, proposed virtualization allows for systematic way, reducing complexity effort required type system.

Language: Английский

A Comprehensive Review of AI-Based Digital Twin Applications in Manufacturing: Integration Across Operator, Product, and Process Dimensions DOI Open Access
David Alfaro-Viquez, Mauricio-Andrés Zamora-Hernández,

Michael Fernandez-Vega

et al.

Electronics, Journal Year: 2025, Volume and Issue: 14(4), P. 646 - 646

Published: Feb. 7, 2025

Digital twins (DTs) represent a transformative technology in manufacturing, facilitating significant advancements monitoring, simulation, and optimization. This paper offers an extensive bibliographic review of AI-Based DT applications, categorized into three principal dimensions: operator, process, product. The operator dimension focuses on enhancing safety ergonomics through intelligent assistance, utilizing real-time monitoring artificial intelligence, notably human–robot collaboration contexts. process application concerns itself with optimizing production flows, identifying bottlenecks, dynamically reconfiguring systems predictive models simulations. Lastly, the product emphasizes applications focused improvements design quality, employing lifecycle historical data to satisfy evolving market requirements. categorization provides structured framework for analyzing specific capabilities trends DTs, while also knowledge gaps contemporary research. highlights key challenges technological interoperability, integration, high implementation costs emphasizing how digital twins, supported by AI, can drive transition toward sustainable, human-centered manufacturing line Industry 5.0. findings provide valuable insights advancing state art exploring future opportunities twin applications.

Language: Английский

Citations

1

From Food Industry 4.0 to Food Industry 5.0: Identifying technological enablers and potential future applications in the food sector DOI Creative Commons
Abdo Hassoun, Sandeep Jagtap, Hana Trollman

et al.

Comprehensive Reviews in Food Science and Food Safety, Journal Year: 2024, Volume and Issue: 23(6)

Published: Oct. 22, 2024

Abstract Although several food‐related fields have yet to fully grasp the speed and breadth of fourth industrial revolution (also known as Industry 4.0), growing literature from other sectors shows that 5.0 (referring fifth revolution) is already underway. Food 4.0 has been characterized by fusion physical, digital, biological advances in food science technology, whereas future could be seen a more holistic, multidisciplinary, multidimensional approach. This review will focus on identifying potential enabling technologies harnessed shape coming years. We state‐of‐the‐art studies use innovative various agriculture applications over last 5 In addition, opportunities challenges highlighted, directions conclusions drawn. Preliminary evidence suggests outcome an evolutionary process not revolution, often claimed. Our results show regenerative and/or conversational artificial intelligence, Internet Everything, miniaturized nanosensors, 4D printing beyond, cobots advanced drones, edge computing, redactable blockchain, metaverse immersive techniques, cyber‐physical systems, digital twins, sixth‐generation wireless beyond are likely among main driving 5.0. framework, vision, value becoming popular research topics academic fields, agri‐food sector just started embrace some aspects dimensions

Language: Английский

Citations

6

Pioneering Sustainability Through Industry 5.0 With a Human-Centric Approach DOI
Ebru Beyza Bayarçelik, Fulya Taşel

Advances in human resources management and organizational development book series, Journal Year: 2025, Volume and Issue: unknown, P. 53 - 74

Published: Jan. 24, 2025

The first three industrial revolutions facilitated the transition from manual production to automation, while Industry 4.0 has supported concept of smart manufacturing aimed at flexible and efficient goods. This transformation been made possible through Cyber-Physical Systems (CPS), enabling real-time communication collaboration. However, this shift raises concerns about dehumanization work, as modern systems heavily rely on mechanization data-driven processes. driven 5.0, which aims harmonize human skills with intelligent by blending efficiency automation cognitive abilities create a more balanced paradigm. In book chapter, bibliometric analysis studies conducted inception 5.0 in 2019 present performed, topic discussed depth. It also examines emerging trends, highlights dominant research areas, explores methodological frameworks, summarizes existing findings topic.

Language: Английский

Citations

0

Four-Dimensional Path Planning Methodology for Collaborative Robots Application in Industry 5.0 DOI Creative Commons

Ilias Chouridis,

Gabriel Mansour, Vasileios Papageorgiou

et al.

Robotics, Journal Year: 2025, Volume and Issue: 14(4), P. 48 - 48

Published: April 11, 2025

Industry 5.0 is a developing phase in the evolution of industrialization that aims to reshape production process by enhancing human creativity through utilization automation technologies and machine intelligence. Its central pillar collaboration between robots humans. Path planning major challenge robotics. An offline 4D path algorithm proposed find optimal an environment with static dynamic obstacles. The time variable was embodied enhanced artificial fish swarm (AFSA). methodology considers changes robot speeds as well times at which they occur. This order realistically simulate conditions prevail during cooperation humans environment. A method for calculating time, including speed formation, presented. safety value obstacles, coefficients importance terms agent’s distance ending point, obstacles were introduced objective function. obstacle variation are also proposed. applied simulated real-world challenges using industrial robotic arm.

Language: Английский

Citations

0

Digital Twin-Enabled Regional Food Supply Chain: A Review and Research Agenda DOI Creative Commons
José Monteiro, João Barata

Journal of Industrial Information Integration, Journal Year: 2025, Volume and Issue: unknown, P. 100851 - 100851

Published: April 1, 2025

Language: Английский

Citations

0

Enhancing Well-Being Through Digital Transformation in the Cultural Industry: Experience-Based Insights DOI
Michela Addis, Andrea Rurale, Brett Crawford

et al.

Published: Jan. 1, 2025

Language: Английский

Citations

0

Public Administration 5.0 in Super Smart Society DOI
Bhupinder Singh, Anjali Raghav, Kittisak Jermsittiparsert

et al.

Advances in computational intelligence and robotics book series, Journal Year: 2025, Volume and Issue: unknown, P. 187 - 200

Published: Feb. 28, 2025

Public Administration 5.0 represents a paradigm shift in governance where cutting-edge technologies like artificial intelligence (AI), Internet of Things (IoT), and blockchain are harnessed to develop efficient, citizen-centric, sustainable systems. Informed by Society principles, this new vision stands out for its emphasis on balancing technology with human-centric principles produce inclusivity, equity, well-being. These involve digital transformation, ethical AI deployment, participatory decision-making, equitable access technology. It also emphasizes the need viability building, public-private partnerships, international cooperation overcome challenges infrastructure gaps, divides, dilemmas. This chapter transformational capacity tackling wicked problems realizing Sustainable Development Goals (SDGs) providing clear implementation pathway. The Chapter ends insights directions research leading toward vision.

Language: Английский

Citations

0

Leadership and Management in the Public Sector via E-Government and E-Governance in Public Administration Reform DOI
Bhupinder Singh,

Santosh Kumar,

Kittisak Jermsittiparsert

et al.

Advances in computational intelligence and robotics book series, Journal Year: 2025, Volume and Issue: unknown, P. 253 - 268

Published: Feb. 28, 2025

The integration of e-government and is recognized as a transformative tool public administration reform in the digital era. These methods utilize technology such artificial intelligence, blockchain, big data to increase transparency, accountability, inclusivity governance process. role leadership managerial approaches needed for successful implementation e-governance have been focus this chapter changed dynamics. Data also elaborates on these by pointing out that administrative simplification, citizen participation, sustainability are some main objectives. ecosystem transformations bring challenges like technological gaps, cybersecurity risks, change resistance, divide. identifies innovative strategies policy recommendations remove barriers. Also, highlights importance adaptive collaborative turning vision government into reality.

Language: Английский

Citations

0

Personalized digital human modeling in the customized clothing industry under Industry 5.0 DOI
Jinjing Yu, Hui Shi, Wenjie Duan

et al.

Textile Research Journal, Journal Year: 2025, Volume and Issue: unknown

Published: March 13, 2025

To accelerate transformation in the clothing industry under Industry 5.0, this study, a digital human model of regional young men was investigated, using linear regression approach. A total 263 men, supported by 3D body scanning system, were selected for experimental sample. Body indicators guiding reverse upper chosen, with features identified through descriptive analysis and principal component analysis. Subsequently, personalized could be statistically analyzed, inverse models visualized designing algorithm flow modeling system Grasshopper. The can changed real time to fit concept twin. Meanwhile, hierarchical clustering fast methods used combination establish representative shapes region, centers as validation samples demonstrate that prediction accuracy more than 80% most indicators, validating feasibility reliability model, based on regression. This study offers technical support modeling, establishes foundation research surface details, supplies data reference tailored patterns.

Language: Английский

Citations

0

An Entrepreneurial Perspective on Industry 4.0 and Industry 5.0 DOI
Ahmet Taş

Advances in business strategy and competitive advantage book series, Journal Year: 2024, Volume and Issue: unknown, P. 187 - 208

Published: Aug. 28, 2024

By the late 20th century, information and communication technologies had entered a period of rapid development worldwide. As use computers internet became widespread on an individual level, businesses also began to leverage computer increase enhance their sales marketing activities. With emergence digital economy concept in 2000s, as almost everything transition virtual environments, Industry 4.0 transformation processes came into play. When these technological advancements intersected with entrepreneurial behaviors, new activity emerged. It's evident that 5.0 will impact not only enterprises but entrepreneurship marketing, given influence across nearly every aspect. already involved integration advanced production efficiency.

Language: Английский

Citations

1