Using industry 4.0 to face the challenges of predictive maintenance: A key performance indicators development in a cyber physical system

MP Lambán, P Morella, J Royo, JC Sánchez - Computers & Industrial …, 2022 - Elsevier
The fourth industrial revolution is transforming the industrial environment. This work focuses
on the application of 4.0 technologies to solve the problems that predictive maintenance …

[HTML][HTML] On predictive maintenance in industry 4.0: Overview, models, and challenges

M Achouch, M Dimitrova, K Ziane… - Applied Sciences, 2022 - mdpi.com
In the era of the fourth industrial revolution, several concepts have arisen in parallel with this
new revolution, such as predictive maintenance, which today plays a key role in sustainable …

Industry 4.0-potentials for predictive maintenance

Z Li, K Wang, Y He - 6th international workshop of advanced …, 2016 - atlantis-press.com
Industry 4.0 represents the coming fourth industrial revolution on the way to combine
modern industries with Cyber-Physical Systems, Internet of Things and Internet of Services …

Predictive maintenance in the Industry 4.0: A systematic literature review

T Zonta, CA Da Costa, R da Rosa Righi… - Computers & Industrial …, 2020 - Elsevier
Industry 4.0 is collaborating directly for the technological revolution. Both machines and
managers are daily confronted with decision making involving a massive input of data and …

Industry 4.0: predictive intelligent maintenance for production equipment

S Ferreiro, E Konde, S Fernández… - PHM society European …, 2016 - papers.phmsociety.org
In manufacturing, users increasingly demand comprehensive maintenance service in their
production equipment in order to ensure high availability and to prevent downtimes in critical …

Predictive maintenance in industry 4.0: Current themes

A Sahli, R Evans, A Manohar - Procedia CIRP, 2021 - Elsevier
Abstract The Fourth Industrial Revolution (Industry 4.0) has created significant technological
growth for manufacturing organizations worldwide, attracting important attention from the …

On the importance of combining “the new” with “the old”–One important prerequisite for maintenance in Industry 4.0

M Bengtsson, G Lundström - Procedia manufacturing, 2018 - Elsevier
Abstract Development and technological advancement within Industry 4.0 is on top of
agendas worldwide. The prediction that cost of technology will decrease while …

A heuristic approach on predictive maintenance techniques: Limitations and scope

K Shukla, S Nefti-Meziani… - Advances in Mechanical …, 2022 - journals.sagepub.com
In view of the trend towards Industry 4.0, intelligent predictive monitoring and decision-
making processes have become a crucial requirement in today's manufacturing industries to …

[HTML][HTML] Miniterm, a novel virtual sensor for predictive maintenance for the industry 4.0 era

E Garcia, N Montés, J Llopis, A Lacasa - Sensors, 2022 - mdpi.com
This article introduces a novel virtual sensor for predictive maintenance called mini-term. A
mini-term can be defined as the time it takes for a part of the machine to do its job. Being a …

[HTML][HTML] Application of sensor data based predictive maintenance and artificial neural networks to enable Industry 4.0

JM Fordal, P Schjølberg, H Helgetun… - Advances in …, 2023 - Springer
Possessing an efficient production line relies heavily on the availability of the production
equipment. Thus, to ensure that the required function for critical equipment is in compliance …