Results 11 to 20 of about 2,315,567 (250)
Maintenance Strategies to Reduce Downtime Due to Machine Positional Errors [PDF]
, 2014 Manufacturing strives to reduce waste and increase Overall Equipment Effectiveness (OEE). When managing machine tool maintenance a manufacturer must apply an appropriate decision technique in order to reveal hidden costs associated with production ...
Longstaff, Andrew P. +5 more
core +4 more sources
Multi-agent deep reinforcement learning based Predictive Maintenance on parallel machines [PDF]
, 2022 peer reviewedIn the context of Industry 4.0, companies understand the advantages of performing Predictive Maintenance (PdM). However, when moving towards PdM, several considerations must be carefully examined. First, they need to have a sufficient number
Robert, Jérémy +11 more
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Maintenance Costs and Advanced Maintenance Techniques: Survey and Analysis
International Journal of Prognostics and Health Management, 2021 The costs/benefits associated with investing in advanced maintenance techniques is not well understood. Using data collected from manufacturers, we estimate the national losses due to inadequate maintenance and make comparisons between those that rely on
Douglas S Thomas, Brian Weiss
doaj +1 more source
Supporting the Implementation of Predictive Maintenance
International Journal of Prognostics and Health Management, 2021 The perception of predictive maintenance as a proactive maintenance strategy to anticipate and reduce severe and costly failures and by thus increasing asset reliability has grown significantly in recent years.
Carolin Wagner, Bernd Hellingrath
doaj +1 more source
, 2020 Das Ziel dieser Arbeit ist es aufzuzeigen, wie Predictive Maintenance in Vorarlberger Unternehmen verbreitet ist und wie sich dies mit dem aktuellen Stand der Forschung deckt.
Frick, Anabel
core +1 more source
Predictive Maintenance mit Physics-Informed-Deep-Learning : Anwendungsfall Photovoltaikanlagen [PDF]
, 2022 Die Fehlerdiagnose für Predictive-Maintenance-Anwendungen wird oft durch den Mangel an historischen Fehlerdaten erschwert. In einem laufenden Innosuisse-Projekt arbeitet das Smart Maintenance Team der ZHAW mit der Firma Fluence Energy zusammen, um diese ...
Goren Huber, Lilach +1 more
core +1 more source
On the relevance of preprocessing in predictive maintenance for dynamic systems [PDF]
, 2018 The complexity involved in the process of real-time data-driven monitoring dynamic systems for predicted maintenance is usually huge. With more or less in-depth any data-driven approach is sensitive to data preprocessing, understood as any data treatment
Cernuda C., Carlos Cernuda, Cernuda, C.
core +1 more source
A Hybrid Cloud-to-Edge Predictive Maintenance Platform
, 2021 The role of maintenance in the industry has been shown to improve companies productivity and profitability. Industry 4.0 revolutionised this field by exploiting emergent cloud technologies and IoT to enable predictive maintenance.
Jung, Sven +21 more
core +1 more source
A NEW AIRCRAFT MAINTENANCE APPROACH BASED ON THE MARKOV CHAINS [PDF]
Annals: Series on engineering sciences (Academy of Romanian Scientists), 2021 In the past, traveling by plane was a luxury, today it is one of the most desired transport options in the world, being at the same time accessible and safe.
Alexandru Gabriel ANDREI +3 more
doaj
Interpretable predictive maintenance for hard drives
Machine Learning with Applications, 2021 Existing machine learning approaches for data-driven predictive maintenance are usually black boxes that claim high predictive power yet cannot be understood by humans.
Maxime Amram +3 more
doaj +1 more source