Edge AI: from the perspective of predictive maintenance

S Sharanya, R Venkataraman, G Murali - Applied Edge AI, 2022 - taylorfrancis.com
The genesis of artificial intelligence, edge and fog computing has radiated their scope to
harmonize with any sector, ranging from medical to manufacturing industries. Amongst …

[PDF][PDF] Deep learning driven approaches for predictive maintenance: A framework of intelligent fault diagnosis and prognosis in the industry 4.0 era

Z Li - 2018 - ntnuopen.ntnu.no
Nowadays, with the trend of smart manufacturing and development of information and
communication technologies, companies are increasingly applying types of sensors and …

TIP4. 0: industrial internet of things platform for predictive maintenance

C Resende, D Folgado, J Oliveira, B Franco, W Moreira… - Sensors, 2021 - mdpi.com
Industry 4.0, allied with the growth and democratization of Artificial Intelligence (AI) and the
advent of IoT, is paving the way for the complete digitization and automation of industrial …

AI for predictive maintenance in industrial systems

A Abbas - … Journal of Advanced Engineering Technologies and …, 2024 - ijaeti.com
Predictive Maintenance (PdM) has emerged as a transformative paradigm within industrial
systems, addressing the inherent limitations of traditional reactive maintenance approaches …

A fog computing approach for predictive maintenance

T Cerquitelli, D Bowden, A Marguglio… - … Workshops: CAiSE 2019 …, 2019 - Springer
Technological advances in areas such as communications, computer processing,
connectivity, data management are gradually introducing the internet of things (IoT) …

[PDF][PDF] From industry 3.0 to industry 4.0: smart predictive maintenance system as platform for leveraging

MK Adeyeri - Arctic Jj, 2018 - researchgate.net
Digital transformation of Industry 3.0 into Industry 4.0 in the area of machinery upkeep is
being proposed. There is revolution advancement and transformation in technology involved …

How AI affects the future predictive maintenance: a primer of deep learning

K Wang, Y Wang - Advanced Manufacturing and Automation VII 7, 2018 - Springer
We are in the midst of the industry 4.0 or the fourth industry revolution, a transformation
revolving around intelligent sensors, machines, networks and business. Some of the newer …

[PDF][PDF] MULTI LINEAR REGRESSION-BASED IOT AND FOG COMPUTING ON MAINTENANCE PREDICTIONS APPROACH FOR EFFICIENT ASSET MANAGEMENT …

FC BORDA - Journal of Theoretical and Applied Information …, 2023 - jatit.org
Industry 4.0 makes it possible for new developments in technology like Big Data Analytics
and Machine Learning to be successfully incorporated into and combined with current …

IoT and fog-computing-based predictive maintenance model for effective asset management in Industry 4.0 using machine learning

YK Teoh, SS Gill, AK Parlikad - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The assets in Industry 4.0 are categorized into physical, virtual, and human. The innovation
and popularization of ubiquitous computing enhance the usage of smart devices: RFID tags …

Intelligent Systems For Predictive Maintenance In Industrial IoT

M Vijayakumar, PS Nair, SBGT Babu… - 2023 10th IEEE Uttar …, 2023 - ieeexplore.ieee.org
The IIoT has changed the way businesses function by making available real-time data and
insights from linked devices. Predictive maintenance is becoming increasingly important …