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 …

Manufacturing big data ecosystem: A systematic literature review

Y Cui, S Kara, KC Chan - Robotics and computer-integrated Manufacturing, 2020 - Elsevier
Advanced manufacturing is one of the core national strategies in the US (AMP), Germany
(Industry 4.0) and China (Made-in China 2025). The emergence of the concept of Cyber …

Big data analytics with applications

Z Bi, D Cochran - Journal of Management Analytics, 2014 - Taylor & Francis
In this paper, recent developments on the Internet of Things (IoT) and its applications are
surveyed, and the impact of newly developed Big Data (BD) on manufacturing information …

Data-driven smart manufacturing

F Tao, Q Qi, A Liu, A Kusiak - Journal of Manufacturing Systems, 2018 - Elsevier
The advances in the internet technology, internet of things, cloud computing, big data, and
artificial intelligence have profoundly impacted manufacturing. The volume of data collected …

Advancing manufacturing systems with big-data analytics: A conceptual framework

D Kozjek, R Vrabič, B Rihtaršič, N Lavrač… - International Journal of …, 2020 - Taylor & Francis
With the intensive development and implementation of information and communication
technologies in manufacturing, large amounts of heterogeneous data are now being …

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 …

[HTML][HTML] A review of industrial big data for decision making in intelligent manufacturing

C Li, Y Chen, Y Shang - … Science and Technology, an International Journal, 2022 - Elsevier
Under the trend of economic globalization, intelligent manufacturing has attracted a lot of
attention from academic and industry. Related enabling technologies make manufacturing …

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 …

Next generation smart manufacturing and service systems using big data analytics

N Shukla, MK Tiwari, G Beydoun - Computers & Industrial Engineering, 2019 - Elsevier
This special issue explores advancements in the next generation manufacturing and service
systems by examining the novel methods, practical challenges and opportunities in the use …

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 …