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 …

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 …

Big data analytics for manufacturing internet of things: opportunities, challenges and enabling technologies

HN Dai, H Wang, G Xu, J Wan… - Enterprise Information …, 2020 - Taylor & Francis
Data analytics in massive manufacturing data can extract huge business values while can
also result in research challenges due to the heterogeneous data types, enormous volume …

The role of big data analytics in industrial Internet of Things

MH ur Rehman, I Yaqoob, K Salah, M Imran… - Future Generation …, 2019 - Elsevier
Big data production in industrial Internet of Things (IIoT) is evident due to the massive
deployment of sensors and Internet of Things (IoT) devices. However, big data processing is …

Big data analytics challenges to implementing the intelligent Industrial Internet of Things (IIoT) systems in sustainable manufacturing operations

Q Qi, Z Xu, P Rani - Technological Forecasting and Social Change, 2023 - Elsevier
The overlap of the growth of big data with that of the Internet of Things (IoT) is well reflected
by the dramatic surge in the use of devices connected to IoT and the exponential rise in data …

Recent development in big data analytics for business operations and risk management

TM Choi, HK Chan, X Yue - IEEE transactions on cybernetics, 2016 - ieeexplore.ieee.org
“Big data” is an emerging topic and has attracted the attention of many researchers and
practitioners in industrial systems engineering and cybernetics. Big data analytics would …

[HTML][HTML] Industry 4.0 and big data innovations

G Li, J Tan, SS Chaudhry - Enterprise Information Systems, 2019 - Taylor & Francis
With the aims of achieving the distributed, collaborative and automated design &
manufacturing workflow, the concept of Industry 4.0 and its associated implementations …

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 …

Significant applications of big data in Industry 4.0

M Javaid, A Haleem, RP Singh… - Journal of Industrial …, 2021 - World Scientific
Industry 4.0 is being implemented with the help of advanced technologies. Big data, Artificial
Intelligence (AI), Robotics, Internet of Things (IoT), Cloud computing, and 3D printing are the …

Big Data for supply chain management in the service and manufacturing sectors: Challenges, opportunities, and future perspectives

RY Zhong, ST Newman, GQ Huang, S Lan - Computers & Industrial …, 2016 - Elsevier
Data from service and manufacturing sectors is increasing sharply and lifts up a growing
enthusiasm for the notion of Big Data. This paper investigates representative Big Data …