Digital twin modeling

F Tao, B Xiao, Q Qi, J Cheng, P Ji - Journal of Manufacturing Systems, 2022 - Elsevier
The digital twin is an emerging and vital technology for digital transformation and intelligent
upgrade. Driven by data and model, the digital twin can perform monitoring, simulation …

Toward a smart wire arc additive manufacturing system: A review on current developments and a framework of digital twin

H Mu, F He, L Yuan, P Commins, H Wang… - Journal of Manufacturing …, 2023 - Elsevier
Abstract In recent years, Wire Arc Additive Manufacturing (WAAM) has attracted increasing
scientific attention. With the rise of Industry 4.0 and smart manufacturing, Digital Twin (DT) …

Digital twin and its applications: A survey

R Zhang, F Wang, J Cai, Y Wang, H Guo… - The International Journal …, 2022 - Springer
Digital twin is a technology that integrates multi-physical, multi-scale, and multi-disciplinary
attributes. At the same time, it has the characteristics of real-time synchronization, faithful …

A digital twin ecosystem for additive manufacturing using a real-time development platform

M Pantelidakis, K Mykoniatis, J Liu, G Harris - The International Journal of …, 2022 - Springer
Additive manufacturing is often used in rapid prototyping and manufacturing, allowing the
creation of lighter, more complex designs that are difficult or too expensive to build using …

A novel implementation framework of digital twins for intelligent manufacturing based on container technology and cloud manufacturing services

MH Hung, YC Lin, HC Hsiao, CC Chen… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Many core technologies of Industry 4.0 have gained substantial advancement in recent
years. Digital Twin (DT) has become the key technology and tool for manufacturing …

Sensory data fusion using machine learning methods for in-situ defect registration in additive manufacturing: a review

J Akhavan, S Manoochehri - 2022 IEEE International IOT …, 2022 - ieeexplore.ieee.org
In-situ control to predict and mitigate defects in Additive Manufacturing (AM) could
significantly increase these technologies' quality and reliability. Thorough knowledge of the …

Digital twin for federated analytics using a Bayesian approach

D Chen, D Wang, Y Zhu, Z Han - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
We are now in an information era and the volume of data is growing explosively. However,
due to privacy issues, it is very common that data cannot be freely shared among the data …

[HTML][HTML] When is a simulation a digital twin? A systematic literature review

A Wooley, DF Silva, J Bitencourt - Manufacturing Letters, 2023 - Elsevier
This paper presents a systematic literature review to analyze the connection between the
capabilities of Digital Twin (DT) and simulation; it also reviews industrial applications of DT …

Four Rs Framework for the development of a digital twin: The implementation of Representation with a FDM manufacturing machine

J Osho, A Hyre, M Pantelidakis, A Ledford… - Journal of Manufacturing …, 2022 - Elsevier
This work considers the conceptualization and design of a 4 Rs framework for creating a
general purpose, modular Digital Twin. The 4 Rs, correspond to the 4 different phases of a …

[HTML][HTML] Process monitoring of economic and environmental performance of a material extrusion printer using an augmented reality-based digital twin

L Yi, M Glatt, S Ehmsen, W Duan, JC Aurich - Additive Manufacturing, 2021 - Elsevier
The concept of digital twin is based on the linkage of a physical system with a digital model-
based representation and shows numerous potentials in additive manufacturing (AM). The …