Digital twin and big data towards smart manufacturing and industry 4.0: 360 degree comparison

Q Qi, F Tao - Ieee Access, 2018 - ieeexplore.ieee.org
With the advances in new-generation information technologies, especially big data and
digital twin, smart manufacturing is becoming the focus of global manufacturing …

[HTML][HTML] Digital twin and big data-driven sustainable smart manufacturing based on information management systems for energy-intensive industries

S Ma, W Ding, Y Liu, S Ren, H Yang - Applied energy, 2022 - Elsevier
Abstract Internet of Things (IoT) technology, which has made manufacturing processes more
smart, efficient and sustainable, has received increasing attention from the industry and …

Digital twin-driven product design, manufacturing and service with big data

F Tao, J Cheng, Q Qi, M Zhang, H Zhang… - The International Journal of …, 2018 - Springer
Nowadays, along with the application of new-generation information technologies in
industry and manufacturing, the big data-driven manufacturing era is coming. However …

Internet of things (IoT) and big data analytics (BDA) for digital manufacturing (DM)

Z Bi, Y Jin, P Maropoulos, WJ Zhang… - International Journal of …, 2023 - Taylor & Francis
This paper aims to investigate the impact of enterprise architecture (EA) on system
capabilities in dealing with changes and uncertainties in globalised business environments …

Big data analytics for smart manufacturing: Case studies in semiconductor manufacturing

J Moyne, J Iskandar - Processes, 2017 - mdpi.com
Smart manufacturing (SM) is a term generally applied to the improvement in manufacturing
operations through integration of systems, linking of physical and cyber capabilities, and …

Digital twin service towards smart manufacturing

Q Qi, F Tao, Y Zuo, D Zhao - Procedia Cirp, 2018 - Elsevier
Digital twin provides an effective way for the cyber-physical integration of manufacturing.
Meanwhile, smart manufacturing services could optimize the entire business processes and …

Integration of digital twin and deep learning in cyber‐physical systems: towards smart manufacturing

J Lee, M Azamfar, J Singh… - IET Collaborative …, 2020 - Wiley Online Library
Digital twin (DT) is gaining popularity due to its significant impacts on bridging the gap
between the physical and cyber worlds. As reported by Grand View Research, Inc., the …

Digital twin-based sustainable intelligent manufacturing: a review

B He, KJ Bai - Advances in Manufacturing, 2021 - Springer
As the next-generation manufacturing system, intelligent manufacturing enables better
quality, higher productivity, lower cost, and increased manufacturing flexibility. The concept …

[图书][B] Digital twin driven smart manufacturing

F Tao, M Zhang, AYC Nee - 2019 - books.google.com
Digital Twin Driven Smart Manufacturing examines the background, latest research, and
application models for digital twin technology, and shows how it can be central to a smart …

Big data analytics for intelligent manufacturing systems: A review

J Wang, C Xu, J Zhang, R Zhong - Journal of Manufacturing Systems, 2022 - Elsevier
With the development of Internet of Things (IoT), 5 G, and cloud computing technologies, the
amount of data from manufacturing systems has been increasing rapidly. With massive …