Predictive maintenance in the Industry 4.0: A systematic literature review

T Zonta, CA Da Costa, R da Rosa Righi… - Computers & Industrial …, 2020 - Elsevier
… We observed that surveys and tutorials about Industry 4.0 … , so not comprising predictive
maintenance methods and their … initiatives of predictive maintenance in Industry 4.0, identifying …

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

M Achouch, M Dimitrova, K Ziane… - Applied Sciences, 2022 - mdpi.com
predictive maintenance models in Industry 4.0 by identifying and categorizing the life cycle
of maintenance projects … with this type of maintenance: condition-based maintenance (CBM), …

Intelligent Predictive Maintenance (IPdM) System – Industry 4.0 Scenario

K Wang - WIT transactions on engineering sciences, 2016 - books.google.com
… This paper provides a definition of Industry 4.0 and identifies some main principles for imple…
understand what Industry 4.0 looks like, we will show an Intelligent Predictive Maintenance ( …

Development of Industry 4.0 predictive maintenance architecture for broadcasting chain

R Sahba, R Radfar, AR Ghatari, AP Ebrahimi - Advanced Engineering …, 2021 - Elsevier
… The logic tier, which is known as the functional layer of RAMI 4.0, is a core function for
Industry 4.0 predictive maintenance and builds the prospective chain of various functions in …

Machine learning approach for predictive maintenance in industry 4.0

M Paolanti, L Romeo, A Felicetti… - 2018 14th IEEE …, 2018 - ieeexplore.ieee.org
maintenance in terms of scheduling the maintenance activity in advance to avoid machine
failures. In contrast to conventional preventive maintenance, predictive maintenanceindustries

Machine learning and reasoning for predictive maintenance in Industry 4.0: Current status and challenges

J Dalzochio, R Kunst, E Pignaton, A Binotto… - … in Industry, 2020 - Elsevier
… This article contributes to the field of predictive maintenance to highlight the challenges …
by pointing out that predictive maintenance is a hot topic in the context of Industry 4.0 but with …

Industrial big data in an industry 4.0 environment: Challenges, schemes, and applications for predictive maintenance

J Yan, Y Meng, L Lu, L Li - Ieee Access, 2017 - ieeexplore.ieee.org
… implement predictive maintenance on facilities and energy saving in the industry 4.0 era. The
industrial data for the remaining life prediction of key components of machining equipment. …

Predictive maintenance in industry 4.0

GM Sang, L Xu, P De Vrieze, Y Bai, F Pan - Proceedings of the 10th …, 2020 - dl.acm.org
… This paper looks at how to support predictive maintenance in the context of Industry 4.0?
Especially, applying RAMI 4.0 architecture supports the predictive maintenance using FIWARE …

Intelligent predictive maintenance for fault diagnosis and prognosis in machine centers: Industry 4.0 scenario

Z Li, Y Wang, KS Wang - Advances in Manufacturing, 2017 - Springer
predictive maintenance in Industry 4.0 era. We introduce a system framework based on
Industry 4.0 … of fault analysis and treatment for predictive maintenance in machine centers. The …

A survey on predictive maintenance for industry 4.0

C Krupitzer, T Wagenhals, M Züfle, V Lesch… - arXiv preprint arXiv …, 2020 - arxiv.org
… , static maintenance … in predictive maintenance for Industry 4.0. Based on a structured
literate survey, we present a classification of predictive maintenance in the context of Industry 4.0