Augmented and virtual reality applications in industrial systems: A qualitative review towards the industry 4.0 era

L Damiani, M Demartini, G Guizzi, R Revetria… - IFAC-PapersOnLine, 2018 - Elsevier
Over the last few years, manufacturing companies have been facing various challenges
particularly related to volatile demand and changing requirements from customers and …

Human-in-loop: A review of smart manufacturing deployments

M Bhattacharya, M Penica, E O'Connell, M Southern… - Systems, 2023 - mdpi.com
The recent increase in computational capability has led to an unprecedented increase in the
range of new applications where machine learning can be used in real time …

The connotation of digital twin, and the construction and application method of shop-floor digital twin

C Zhuang, T Miao, J Liu, H **ong - Robotics and Computer-Integrated …, 2021 - Elsevier
Digital twin (DT) technology provides a novel, feasible, and clear implementation path for the
realization of smart manufacturing and cyber-physical systems (CPS). Currently, DT is …

Realizing virtual reality learning environment for industry 4.0

V Liagkou, D Salmas, C Stylios - Procedia Cirp, 2019 - Elsevier
The scope of Industry 4.0 is to overlay a simulation on a real-time production line that can
investigate poorly understood phenomena and aid the rectification of bottlenecks. VR …

Human in the Loop: Industry 4.0 technologies and scenarios for worker mediation of automated manufacturing

CJ Turner, R Ma, J Chen, J Oyekan - IEEE access, 2021 - ieeexplore.ieee.org
Industry 4.0 derived technologies have the potential to enable a new wave of digital
manufacturing solutions for semi and fully automated production. In addition, this paradigm …

A data-driven smart management and control framework for a digital twin shop floor with multi-variety multi-batch production

J Zhang, J Liu, C Zhuang, H Guo, H Ma - The International Journal of …, 2024 - Springer
To solve the problems of strong uncertainty, dynamics, and high complexity during the
operation process in a discrete manufacturing shop floor that produces a variety of variable …

Effectiveness of virtual reality in discrete event simulation models for manufacturing systems

VA Huerta-Torruco, O Hernandez-Uribe… - Computers & Industrial …, 2022 - Elsevier
Virtual reality (VR) and discrete event simulation (DES) have become fundamental
technologies of industry 4.0. There is a growing interest in such technologies in both …

A systematic literature review on the application of process mining to Industry 4.0

K Akhramovich, E Serral, C Cetina - Knowledge and Information Systems, 2024 - Springer
The transition to Industry 4.0 means a new era in manufacturing with a new level of
production automation, human-to-machine cooperation and product customization. It …

A comparative evaluation of the effectiveness of virtual reality, 3D visualization and 2D visual interactive simulation: an exploratory meta-analysis

IJ Akpan, M Shanker - Simulation, 2019 - journals.sagepub.com
Research on the application of 3D visualization and virtual reality (VR) in discrete-event
simulation (DES) has received increased attention in the past two decades. The increasing …

Automated work cycle classification and performance measurement for manual work stations

K Bauters, J Cottyn, D Claeys, M Slembrouck… - Robotics and Computer …, 2018 - Elsevier
The increasing demand for highly customized products requires flexible, reactive and
adaptive manufacturing systems. Accurate and up-to-date information about the processes …