A survey on AI-driven digital twins in industry 4.0: Smart manufacturing and advanced robotics

Z Huang, Y Shen, J Li, M Fey, C Brecher - Sensors, 2021 - mdpi.com
Digital twin (DT) and artificial intelligence (AI) technologies have grown rapidly in recent
years and are considered by both academia and industry to be key enablers for Industry 4.0 …

Knowledge mapping of digital twin and physical internet in Supply Chain Management: A systematic literature review

T Nguyen, QH Duong, T Van Nguyen, Y Zhu… - International Journal of …, 2022 - Elsevier
Physical Internet (PI) is an open global logistics system of which components are
hyperconnected for increased efficiency and sustainability. Digital twin (DT), referring to the …

A digital thread-driven distributed collaboration mechanism between digital twin manufacturing units

S Liu, Y Lu, X Shen, J Bao - Journal of Manufacturing Systems, 2023 - Elsevier
The trialing of new products in production typically suffers from quality and productivity
problems because of immature manufacturing processes. As an efficient virtual-real …

[HTML][HTML] A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins

A Villalonga, E Negri, G Biscardo, F Castano… - Annual Reviews in …, 2021 - Elsevier
Nowadays, one important challenge in cyber-physical production systems is updating
dynamic production schedules through an automated decision-making performed while the …

[HTML][HTML] Smart manufacturing scheduling: A literature review

JC Serrano-Ruiz, J Mula, R Poler - Journal of Manufacturing Systems, 2021 - Elsevier
Within the scheduling framework, the potential of digital twin (DT) technology, based on
virtualisation and intelligent algorithms to simulate and optimise manufacturing, enables an …

From simple digital twin to complex digital twin part II: Multi-scenario applications of digital twin shop floor

W Jia, W Wang, Z Zhang - Advanced Engineering Informatics, 2023 - Elsevier
The shop floor has always been an important application object for the digital twin. It is well
known that production, process, and product are the core business of the shop floor …

The evolution of production scheduling from Industry 3.0 through Industry 4.0

Z Jiang, S Yuan, J Ma, Q Wang - International Journal of …, 2022 - Taylor & Francis
Since the Third Industrial Revolution, technology and the global economy have developed
rapidly. Driven by market demand and the development of science and technology, the …

A digital twin-based approach for optimizing operation energy consumption at automated container terminals

Y Gao, D Chang, CH Chen - Journal of Cleaner Production, 2023 - Elsevier
The sustainable development of port operation management is strongly related to the
energy consumption of production at automated container terminals (ACTs). This paper …

Research on flexible job shop scheduling under finite transportation conditions for digital twin workshop

J Yan, Z Liu, C Zhang, T Zhang, Y Zhang… - Robotics and Computer …, 2021 - Elsevier
Flexible job shop scheduling is one of the most effective methods for solving multiple
varieties and small batch production problems in discrete manufacturing enterprises …

[HTML][HTML] Edge computing-based real-time scheduling for digital twin flexible job shop with variable time window

J Wang, Y Liu, S Ren, C Wang, S Ma - Robotics and Computer-Integrated …, 2023 - Elsevier
Production scheduling is the central link between enterprise production and operation
management and is also the key to realising efficient, high-quality and sustainable …