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Bases for Ontology of Digital Twin of Maintenance Process. A Railway Application

Authors: Rodríguez-Hernández, Mauricio; González-Prida, Vicente; Crespo Márquez, Adolfo;

Bases for Ontology of Digital Twin of Maintenance Process. A Railway Application

Abstract

Determining the exact relationships between each component that comprises a digital twin is necessary for its definition. This study is focused on fully maintenance activities within a specialized railway maintenance provider. Exploring ontologies reveals relationships that are required to be determined, connecting the entities with essential data sources to build the digital twin of workshop maintenance management process. Objectives include ensuring traceability of records and timely data interpretation. This facilitates defining optimization levels and automation in decision-making, predicting risk levels during each review. Results reveal that the digital twin definition process starts by determining relationships among subsets of elements or entities in the maintenance process in a determinate domain and with the specific semantic. The research's potential extends to all rolling stock elements, emphasizing the current focus on specific mandatory inspections.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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