Immersive Digital Twin under ISO 23247 Applied to Flexible Manufacturing Processes DOI Creative Commons
Gustavo Caiza, Ricardo Sanz

Applied Sciences, Journal Year: 2024, Volume and Issue: 14(10), P. 4204 - 4204

Published: May 15, 2024

Digital twin (DT) technology provides a path for implementing cyber–physical systems (CPS) and developing smart manufacturing because they are essential tools monitoring controlling processes. It is considered vital in being widely researched academia industry. Furthermore, the combination of DTs immersive environments has shown great potential integrating novel capabilities into new generation CPS. This research presents an architecture digital twins under ISO 23247 flexible The proposed system based on integration DT technologies conjunction with augmented reality (AR) gesture tracking, validation was performed sorting station MPS 500 to increase interaction flexibility between physical virtual real time, thus enhancing DT. methodology used design implementation includes (1) general principles requirements; (2) models functional views domains entities; (3) attributes observable elements; (4) protocols exchange information entities. results show that these improves monitoring, control, simulation processes using 3D resources environments, achieving higher level interactivity. In addition, error detection tests were carried out, where reduction time observed resolution errors may be caused by internal or external disturbances process, avoiding production delays.

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
Digital Twins: Recent Advances and Future Directions in Engineering Fields DOI Creative Commons
Kamran Iranshahi,

J.M. Brun,

Thomas Arnold

et al.

Intelligent Systems with Applications, Journal Year: 2025, Volume and Issue: unknown, P. 200516 - 200516

Published: April 1, 2025

Language: Английский

Citations

0
Incorporating machine learning in shot peening and laser peening: A review and beyond DOI
Rui Qin, Zhifen Zhang, James Griffin

et al.

Advanced Engineering Informatics, Journal Year: 2025, Volume and Issue: 65, P. 103350 - 103350

Published: April 14, 2025

Language: Английский

Citations

0
Immersive Digital Twin under ISO 23247 Applied to Flexible Manufacturing Processes DOI Creative Commons
Gustavo Caiza, Ricardo Sanz

Applied Sciences, Journal Year: 2024, Volume and Issue: 14(10), P. 4204 - 4204

Published: May 15, 2024

Digital twin (DT) technology provides a path for implementing cyber–physical systems (CPS) and developing smart manufacturing because they are essential tools monitoring controlling processes. It is considered vital in being widely researched academia industry. Furthermore, the combination of DTs immersive environments has shown great potential integrating novel capabilities into new generation CPS. This research presents an architecture digital twins under ISO 23247 flexible The proposed system based on integration DT technologies conjunction with augmented reality (AR) gesture tracking, validation was performed sorting station MPS 500 to increase interaction flexibility between physical virtual real time, thus enhancing DT. methodology used design implementation includes (1) general principles requirements; (2) models functional views domains entities; (3) attributes observable elements; (4) protocols exchange information entities. results show that these improves monitoring, control, simulation processes using 3D resources environments, achieving higher level interactivity. In addition, error detection tests were carried out, where reduction time observed resolution errors may be caused by internal or external disturbances process, avoiding production delays.

Language: Английский

Citations

3