On paradigm of industrial big data analytics: From evolution to revolution

Z Yang, Z Ge - IEEE Transactions on Industrial Informatics, 2022 - ieeexplore.ieee.org
The arrival of the intelligent manufacturing and industrial internet era brings more and more
opportunities and challenges to modern industry. Specifically, the revolution of the …

Data and knowledge mining with big data towards smart production

Y Cheng, K Chen, H Sun, Y Zhang, F Tao - Journal of Industrial Information …, 2018 - Elsevier
Driven by the innovative improvement of information and communication technologies
(ICTs) and their applications into manufacturing industry, the big data era in manufacturing is …

[HTML][HTML] Industrial Informatics: Emerging Trends and Applications in the Era of Big Data and AI

M Pejić Bach, A Ivec, D Hrman - Electronics, 2023 - mdpi.com
Industrial informatics is a rapidly developing scientific field that deals with the knowledge-
based automation of industrial design and manufacturing processes. In the last decade …

[PDF][PDF] Recent advances and trends of cyber-physical systems and big data analytics in industrial informatics

J Lee, B Bagheri, HA Kao - International proceeding of int conference on …, 2014 - Citeseer
In today's competitive business environment, companies are facing challenges in dealing
with big data issues for rapid decision making for improved productivity. Many manufacturing …

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 …

Big data and analytics in industry 4.0

A Sharma, H Pandey - A roadmap to Industry 4.0: Smart production, sharp …, 2020 - Springer
The accelerating pace in change of information and communication technology has bring a
phenomenal change in industrial environment. The induction of cutting-edge technologies …

[PDF][PDF] Intelligent development of big data analytics for manufacturing industry in cloud computing

A Bashar - Journal of Ubiquitous Computing and Communication …, 2019 - academia.edu
Big-data analytics being a useful technique in the analyzing the deeper values hidden
inside a huge set of data flow that are generated in our day today lives, has almost become …

[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 …

[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 …

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 …