A method of NC machine tools intelligent monitoring system in smart factories

W Liu, C Kong, Q Niu, J Jiang, X Zhou - Robotics and computer-integrated …, 2020 - Elsevier
The construction of effectual connection to bridge the gap between physical machine tools
and upper software applications is one of the inherent requirements for smart factories. The …

A framework for shopfloor material delivery based on real-time manufacturing big data

S Ren, X Zhao, B Huang, Z Wang, X Song - Journal of Ambient …, 2019 - Springer
Although auto-identification devices such as radio frequency identification and smart
sensors have been widely used in shopfloor management and control, major challenges still …

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 …

Manufacturing analytics and industrial internet of things

P Lade, R Ghosh, S Srinivasan - IEEE Intelligent Systems, 2017 - ieeexplore.ieee.org
Over the last two decades, manufacturing across the globe has evolved to be more intel-
ligent and data driven. In the age of industrial Internet of Things, a smart production unit can …

[HTML][HTML] Industry 4.0 based process data analytics platform: A waste-to-energy plant case study

JC Kabugo, SL Jämsä-Jounela, R Schiemann… - International journal of …, 2020 - Elsevier
Abstract Industry 4.0 and Industrial Internet of Things (IIoT) technologies are rapidly fueling
data and software solutions driven digitalization in many fields notably in industrial …

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 …

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 …

Machine learning and data mining in manufacturing

A Dogan, D Birant - Expert Systems with Applications, 2021 - Elsevier
Manufacturing organizations need to use different kinds of techniques and tools in order to
fulfill their foundation goals. In this aspect, using machine learning (ML) and data mining …

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 …

Application of industrial big data for smart manufacturing in product service system based on system engineering using fuzzy DEMATEL

X Zhang, X Ming, D Yin - Journal of Cleaner Production, 2020 - Elsevier
With the rapid development of information, communication, Internet and other technologies,
data from all walks of life show the characteristics of explosive growth. The industrial big …