Model Simplification: Addressing Digital Twin Challenges and Requirements in Manufacturing

AS de Ocaña, J Bruch, I Aslanidou - IFIP International Conference on …, 2023 - Springer
Leveraging the potential of digital twins is of utmost importance to support smart production.
Digital twin research has principally focused on defining digital twin concepts and …

Sources of Complexity in the Development of Digital Twins in Manufacturing

WI Learning, J Andersson - 2024 - books.google.com
Digital twins have emerged as a critical technology to enable smart production. Digital twins
can enhance the current production system by optimizing the current setup and facilitating …

Production digital twin: a systematic literature review of challenges

S Kerrouchi, EH Aghezzaf, J Cottyn - International Journal of …, 2024 - Taylor & Francis
The manufacturing industry is entering the fourth industrial revolution, which aims to shift the
manufacturing paradigm to data-driven smart manufacturing. Many barriers still limit the …

Framework for a digital twin in manufacturing: Scope and requirements

G Shao, M Helu - Manufacturing letters, 2020 - Elsevier
Digital twin has the potential to be an important concept for achieving smart manufacturing.
However, there remains a lot of confusion about the concept and how it can be implemented …

Digital twins: Making it feasible for SMEs

E Ribeiro da Silva, A Assad Neto… - The Future of Smart …, 2022 - Springer
Digital Twin recently became one of the key enablers of Smart Manufacturing. Although
several architectures are currently available to support digital twin design, implementation …

Digital twins: representation, replication, reality, and relational (4Rs)

A Hyre, G Harris, J Osho, M Pantelidakis… - Manufacturing …, 2022 - Elsevier
Digital twins hold promise for operational improvement for manufacturers. The use of digital
twins in industry requires a significant change in manufacturing practices but is crucial to …

Digital Twin models in industrial operations: State‐of‐the‐art and future research directions

TY Melesse, V Di Pasquale… - IET Collaborative …, 2021 - Wiley Online Library
A Digital Twin is a virtual representation of a physical product, asset, process, system, or
service that allows us to understand, predict, and optimise their performance for better …

Digital Twin-driven smart manufacturing: Connotation, reference model, applications and research issues

Y Lu, C Liu, I Kevin, K Wang, H Huang, X Xu - Robotics and computer …, 2020 - Elsevier
This paper reviews the recent development of Digital Twin technologies in manufacturing
systems and processes, to analyze the connotation, application scenarios, and research …

Digital Twin for Factories: Challenges and Industrial Applications

W Terkaj, M Annoni, BO Martinez, E Pessot… - Selected Topics in …, 2023 - Springer
The widespread adoption of digital technologies in factories has resulted in the generation
of a vast amount of data, which has the potential to enhance efficiency and effectiveness in …

Digital twin for smart manufacturing: The practitioner's perspective

M Bärring, B Johansson… - ASME …, 2020 - asmedigitalcollection.asme.org
The manufacturing sector is experiencing a technological paradigm shift, where new
information technology (IT) concepts can help digitize product design, production systems …