Fault classification driven by maintenance management for smart maintenance applications
R Bodo, M Bertocco, A Bianchi - … on Metrology for Industry 4.0 & …, 2020 - ieeexplore.ieee.org
The study focuses on health monitoring applications that enables companies to offer smart
maintenance services in the general context of industry 4.0. To this aim, a common practice …
maintenance services in the general context of industry 4.0. To this aim, a common practice …
A micro-service-based machinery monitoring solution towards realizing the Industry 4.0 vision in a real environment
A Naskos, N Nikolaidis, V Naskos, A Gounaris… - Procedia Computer …, 2021 - Elsevier
This work presents a modular Smart Maintenance Platform (SMP), which offers a toolbox of
condition monitoring tools for the day-to-day inspection of the machinery equipment in a real …
condition monitoring tools for the day-to-day inspection of the machinery equipment in a real …
Machine Learning enabled Condition Monitoring Models for Predictive Maintenance of Boilers
V Prabhu, D Chaudhary - 2021 4th International Conference on …, 2021 - ieeexplore.ieee.org
The fourth industrial revolution (Industry 4.0) encompasses three major technological trends
driving this transformation: Connectivity, Intelligence and Flexible Automation. Predictive …
driving this transformation: Connectivity, Intelligence and Flexible Automation. Predictive …
Development process to bearing fault diagnostic and prognostic for the predictive maintenance era
B El Kihel - E3S Web of Conferences, 2022 - e3s-conferences.org
Today, the manufacturing industry seeks to improve competitiveness by converging on new
technologies to ensure a new engine of growth, moreover, systems based on IoT and …
technologies to ensure a new engine of growth, moreover, systems based on IoT and …
Maintenance 4.0: Intelligent and predictive maintenance system architecture
In the current manufacturing world, the role of maintenance has been receiving increasingly
more attention while companies understand that maintenance, when well performed, can be …
more attention while companies understand that maintenance, when well performed, can be …
Deployment of a smart and predictive maintenance system in an industrial case study
F Alves, H Badikyan, HJA Moreira… - 2020 IEEE 29th …, 2020 - ieeexplore.ieee.org
Industrial manufacturing environments are often characterized as being stochastic, dynamic
and chaotic, being crucial the implementation of proper maintenance strategies to ensure …
and chaotic, being crucial the implementation of proper maintenance strategies to ensure …
A systematic mapping of the advancing use of machine learning techniques for predictive maintenance in the manufacturing sector
The increasing availability of data, gathered by sensors and intelligent machines, is
changing the way decisions are made in the manufacturing sector. In particular, based on …
changing the way decisions are made in the manufacturing sector. In particular, based on …
Application of predictive maintenance concepts using artificial intelligence tools
D Cardoso, L Ferreira - Applied Sciences, 2020 - mdpi.com
The growing competitiveness of the market, coupled with the increase in automation driven
with the advent of Industry 4.0, highlights the importance of maintenance within …
with the advent of Industry 4.0, highlights the importance of maintenance within …
Towards a platform to implement an intelligent and predictive maintenance in the context of industry 4.0
EM Bourezza, A Mousrij - Artificial Intelligence and Industrial Applications …, 2021 - Springer
In the world of the 4th industrial revolution and in order to master the production tools, the
company must have a relevant maintenance management system. Therefore, it is necessary …
company must have a relevant maintenance management system. Therefore, it is necessary …
Machine learning for the predictive maintenance of a Jaw Crusher in the mining industry
M Guerroum, M Zegrari, AA Elmahjoub… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
Diagnosis and prognosis are both crucial and interlinked steps in the context of predictive
maintenance of rotating machines. Risk management correlated with machine Reliability …
maintenance of rotating machines. Risk management correlated with machine Reliability …