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 …

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 …

A physics-driven and machine learning-based digital twinning approach to transient thermal systems

A Di Meglio, N Massarotti, P Nithiarasu - International Journal of …, 2024 - emerald.com
Purpose In this study, the authors propose a novel digital twinning approach specifically
designed for controlling transient thermal systems. The purpose of this study is to harness …

Digital twins in additive manufacturing: a state-of-the-art review

T Shen, B Li - The International Journal of Advanced Manufacturing …, 2024 - Springer
Additive manufacturing (AM) has surfaced as a pivotal component in the evolving field of
intelligent manufacturing, offering an array of benefits compared to conventional production …

Nonlinear thermal simulation of laser metal deposition

D Montoya-Zapata, JM Rodríguez… - Australian Journal of …, 2021 - Taylor & Francis
ABSTRACT Simulation of Laser Metal Deposition (LMD) is central to the planning of Additive
Manufacturing processes. This manuscript presents the computational implementation of a …