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 …

Smart manufacturing systems: state of the art and future trends

YJ Qu, XG Ming, ZW Liu, XY Zhang, ZT Hou - The International Journal of …, 2019 - Springer
With the development and application of advanced technologies such as Cyber Physical
System, Internet of Things, Industrial Internet of Things, Artificial Intelligence, Big Data, Cloud …

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 …

Advanced data collection and analysis in data-driven manufacturing process

K Xu, Y Li, C Liu, X Liu, X Hao, J Gao… - Chinese Journal of …, 2020 - Springer
The rapidly increasing demand and complexity of manufacturing process potentiates the
usage of manufacturing data with the highest priority to achieve precise analyze and control …

Decentralized cloud manufacturing-as-a-service (CMaaS) platform architecture with configurable digital assets

M Hasan, B Starly - Journal of manufacturing systems, 2020 - Elsevier
Abstract Contemporary Cloud Manufacturing-as-a-Service (CMaaS) platforms now promise
customers instant pricing and access to a large capacity of manufacturing nodes. However …

Cybersecurity for digital manufacturing

D Wu, A Ren, W Zhang, F Fan, P Liu, X Fu… - Journal of manufacturing …, 2018 - Elsevier
Digital manufacturing aims to create highly customizable products with higher quality and
lower costs by integrating Industrial Internet of Things, big data analytics, cloud computing …

Digital twin based real-time production logistics synchronization system in a multi-level computing architecture

YH Pan, T Qu, NQ Wu, M Khalgui, GQ Huang - Journal of Manufacturing …, 2021 - Elsevier
The increasing demands for customized products have brought a lot of inevitable
operational dynamics to the production logistics system. How to systematically monitor and …

Future era of techno-economic analysis: Insights from review

SYW Chai, FJF Phang, LS Yeo, LH Ngu… - Frontiers in …, 2022 - frontiersin.org
Techno-economic analysis (TEA) has been considered an important tool to evaluate the
economic performance of industrial processes. Recently, the application of TEA has been …

3D printing in the context of cloud manufacturing

J Cui, L Ren, J Mai, P Zheng, L Zhang - Robotics and Computer-Integrated …, 2022 - Elsevier
Abstract 3D printing has drawn tremendous attention in Industry 4.0. Nowadays, with the
ever-increasing consumers' requests for 3D printing services, there lies a big challenge to …

Securing IIoT using defence-in-depth: towards an end-to-end secure industry 4.0

A Mosteiro-Sanchez, M Barcelo, J Astorga… - Journal of Manufacturing …, 2020 - Elsevier
Industry 4.0 uses a subset of the IoT, called Industrial IoT (IIoT) to achieve connectivity,
interoperability and decentralisation. The deployment of industrial networks rarely considers …