Digital twins-based smart manufacturing system design in Industry 4.0: A review

J Leng, D Wang, W Shen, X Li, Q Liu, X Chen - Journal of manufacturing …, 2021 - Elsevier
A smart manufacturing system (SMS) is a multi-field physical system with complex couplings
among various components. Usually, designers in various fields can only design …

Digital twin application in the construction industry: A literature review

DGJ Opoku, S Perera, R Osei-Kyei… - Journal of Building …, 2021 - Elsevier
The construction industry is faced with numerous challenges including low productivity, lack
of research and development, and poor technology advancements. Advances in digital …

Artificial intelligence-based decision-making algorithms, internet of things sensing networks, and deep learning-assisted smart process management in cyber-physical …

M Andronie, G Lăzăroiu, M Iatagan, C Uță… - Electronics, 2021 - mdpi.com
With growing evidence of deep learning-assisted smart process planning, there is an
essential demand for comprehending whether cyber-physical production systems (CPPSs) …

Review of digital twin about concepts, technologies, and industrial applications

M Liu, S Fang, H Dong, C Xu - Journal of manufacturing systems, 2021 - Elsevier
Various kinds of engineering software and digitalized equipment are widely applied through
the lifecycle of industrial products. As a result, massive data of different types are being …

Cyber-physical systems architectures for industrial internet of things applications in Industry 4.0: A literature review

DGS Pivoto, LFF De Almeida, R da Rosa Righi… - Journal of manufacturing …, 2021 - Elsevier
The industrial scenario is undergoing exponential changes, mainly due to the different
technologies that emerge quickly and the ever increasing demand. As a consequence, the …

Smart manufacturing process and system automation–a critical review of the standards and envisioned scenarios

Y Lu, X Xu, L Wang - Journal of Manufacturing Systems, 2020 - Elsevier
Smart manufacturing is arriving. It promises a future of mass-producing highly personalized
products via responsive autonomous manufacturing operations at a competitive cost. Of …

[HTML][HTML] Industry 4.0 smart reconfigurable manufacturing machines

J Morgan, M Halton, Y Qiao, JG Breslin - Journal of Manufacturing Systems, 2021 - Elsevier
This paper provides a fundamental research review of Reconfigurable Manufacturing
Systems (RMS), which uniquely explores the state-of-the-art in distributed and decentralized …

A state-of-the-art survey of Digital Twin: techniques, engineering product lifecycle management and business innovation perspectives

KYH Lim, P Zheng, CH Chen - Journal of Intelligent Manufacturing, 2020 - Springer
With the rapid advancement of cyber-physical systems, Digital Twin (DT) is gaining ever-
increasing attention owing to its great capabilities to realize Industry 4.0. Enterprises from …

A digital twin to train deep reinforcement learning agent for smart manufacturing plants: Environment, interfaces and intelligence

K Xia, C Sacco, M Kirkpatrick, C Saidy… - Journal of Manufacturing …, 2021 - Elsevier
Filling the gaps between virtual and physical systems will open new doors in Smart
Manufacturing. This work proposes a data-driven approach to utilize digital transformation …

A review on the characteristics of cyber-physical systems for the future smart factories

A Napoleone, M Macchi, A Pozzetti - Journal of manufacturing systems, 2020 - Elsevier
The emergence of new technologies is providing new ways to compete in the current context
of changeable and unpredictable market requirements. The focus of this paper is on Cyber …