Pipeline for ontology-based modeling and automated deployment of digital twins for planning and control of manufacturing systems

A Göppert, L Grahn, J Rachner, D Grunert… - Journal of Intelligent …, 2023 - Springer
The demand for individualized products drives modern manufacturing systems towards
greater adaptability and flexibility. This increases the focus on data-driven digital twins …

General purpose digital twin framework using digital shadow and distributed system concepts

A AboElHassan, AH Sakr, S Yacout - Computers & Industrial Engineering, 2023 - Elsevier
Digital twin (DT) is an emerging concept in the Industry 4.0 era. It integrates intelligence into
industrial processes. The broadness of DT's concept allows for multiple definitions and …

A digital shadow framework using distributed system concepts

A AboElHassan, S Yacout - Journal of Intelligent Manufacturing, 2023 - Springer
Digital twin (DT) is a research topic that gained momentum in the Industry 4.0 era. The goal
of DT is to create a virtual real-time intelligent system that is a typical twin of the physical …

Application of Digital Twin in Electric Vehicle Powertrain: A Review

X Li, W Niu, H Tian - World Electric Vehicle Journal, 2024 - mdpi.com
Digital Twin (DT) is widely regarded as a highly promising technology with the potential to
revolutionize various industries, making it a key trend in the Industry 4.0 era. In a cost …

An Expandable and Generalized Method for Equipment Information Reflection in Digital Twin Workshop Systems

Y Zhang, D Zhang, J Yan, Z Liu, T Jin - Robotics and Computer-Integrated …, 2024 - Elsevier
A production workshop is equipped with diverse equipment and machinery, and
manufacturing data generated by different equipment show certain differences. Therefore …

Deep Reinforcement Learning for autonomous pre-failure tool life improvement

HA Taha, S Yacout, Y Shaban - The International Journal of Advanced …, 2022 - Springer
This paper develops an approach to improve a CNC machine's tool performance and slow
down its degradation rate automatically in the Pre-Failure stage. A Deep Reinforcement …

Building discrete-event simulation for digital twin applications in production systems

AH Sakr, A Aboelhassan, S Yacout… - 2021 26th IEEE …, 2021 - ieeexplore.ieee.org
Digital equivalence is the main objective of Digital Twin (DT) s, and simulation is an integral
part. DTs reach beyond traditional simulation with the help of real-time synchronization …

ROSIE: A ROS Adapter for a Modular Digital Twinning Framework

G Pisanelli, M Tymczuk, JA Douthwaite… - 2022 31st IEEE …, 2022 - ieeexplore.ieee.org
As robotic systems become more interactive and complex, there is a need to standardise
interfaces and simplify development processes. This is particularly pertinent in the field of …

Domain-specific Digital Twin Platforms: Concept, Evaluation Framework and Case Study

Z Tang, D Zhuang, J Zhang - 2024 - researchsquare.com
As digital twin (DT) applications continue to proliferate across diverse industries, a
noticeable gap exists in the availability of evaluation methods or frameworks to aid in the …

Designing Security Defenses for Cyber-Physical Systems

M Foruhandeh - 2022 - vtechworks.lib.vt.edu
Legacy cyber-physical systems (CPSs) were designed without considering cybersecurity as
a primary design tenet especially when considering their evolving operating environment …