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  4. A Standardized Description Model for Predictive Maintenance Use Cases
 
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2023
Journal Article
Title

A Standardized Description Model for Predictive Maintenance Use Cases

Abstract
Using predictive maintenance, more efficient processes can be implemented, leading to fewer maintenance costs and increased availability. The development of a predictive maintenance solution currently requires high efforts in time and capacity as well as often interdisciplinary cooperation. This paper presents a standardized model to describe a predictive maintenance use case. The description model is used to collect, present, and document the required information for the implementation of predictive maintenance use cases by and for different stakeholders. Based on this model, predictive maintenance solutions can be introduced more efficiently. The method is validated across departments in the automotive sector.
Author(s)
Wolf, Yannic
Sielaff, Lennard  
Fraunhofer-Institut für Produktionstechnik und Automatisierung IPA  
Lucke, Dominik  
Fraunhofer-Institut für Produktionstechnik und Automatisierung IPA  
Journal
Procedia CIRP  
Conference
International Conference on Intelligent Computation in Manufacturing Engineering 2022  
Open Access
DOI
10.1016/j.procir.2023.06.022
Additional link
Full text
Language
English
Fraunhofer-Institut für Produktionstechnik und Automatisierung IPA  
Keyword(s)
  • maintenance strategy selection

  • predictive maintenance

  • smart factories

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