Industrial big data analysis in smart factory: Current status and research strategies

X Xu, Q Hua - Ieee Access, 2017 - ieeexplore.ieee.org
Under the background of cyber-physical systems and Industry 4.0, intelligent manufacturing
has become an orientation and produced a revolutionary change. Compared with the …

Artificial intelligence for smart manufacturing: Methods and applications

KP Tran - Sensors, 2021 - mdpi.com
The term Industry 4.0 has become increasingly pervasive in the context of industrial
manufacturing and it has been considered the fourth industrial revolution (Henning [1]). The …

Machine learning and deep learning algorithms on the Industrial Internet of Things (IIoT)

P Ambika - Advances in computers, 2020 - Elsevier
Deep transformation and human progress is a new industrial revolution that makes
“Automation of Everything.” It connects all digital interfaces, data analysis and control of the …

[PDF][PDF] ENERGY MANAGEMENT IN INDUSTRY 4.0 ECOSYSTEM: A REVIEW ON POSSIBILITIES AND CONCERNS.

M Medojevic, PD Villar, I Cosic, A Rikalovic… - Annals of DAAAM & …, 2018 - academia.edu
It became more than evident that the era of Industry 4.0 is upon us, where industrial
manufacturing companies are facing strong demand to increase their productivity by …

Service innovation and smart analytics for industry 4.0 and big data environment

J Lee, HA Kao, S Yang - Procedia cirp, 2014 - Elsevier
Abstract Today, in an Industry 4.0 factory, machines are connected as a collaborative
community. Such evolution requires the utilization of advance-prediction tools, so that data …

Use case of artificial intelligence in machine learning manufacturing 4.0

E Balamurugan, LR Flaih, D Yuvaraj… - 2019 International …, 2019 - ieeexplore.ieee.org
The sector manufacturing rebellion (Manufacturing generation) has been enticing
consideration from entirel over the biosphere over the past few years. Digital technology …

[HTML][HTML] Data analytics and machine learning for smart process manufacturing: Recent advances and perspectives in the big data era

C Shang, F You - Engineering, 2019 - Elsevier
Safe, efficient, and sustainable operations and control are primary objectives in industrial
manufacturing processes. State-of-the-art technologies heavily rely on human intervention …

Open source machine learning frameworks for industrial internet of things

AI Khan, A Al-Badi - Procedia Computer Science, 2020 - Elsevier
Abstract Information and communication technology has revolutionized the industrial
operations and productions. The industries irrespective of size, whether small or large, have …

Big data in manufacturing: a systematic mapping study

P O'donovan, K Leahy, K Bruton, DTJ O'Sullivan - Journal of Big Data, 2015 - Springer
The manufacturing industry is currently in the midst of a data-driven revolution, which
promises to transform traditional manufacturing facilities in to highly optimised smart …

Industrial big data as a result of IoT adoption in manufacturing

D Mourtzis, E Vlachou, N Milas - Procedia cirp, 2016 - Elsevier
The radical evolution of internet into a network of interconnected objects that create a smart
environment is characterized by the term Internet of Things (IoT). The adoption of IoT in …