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Using the Digital Shadow for a Prescriptive Optimization of Maintenance and Operation : The Locomotive in the Context of the Cyber-Physical System

  • In competition with other modes of transport, rail freight transport is looking for solutions to become more attractive. Short-term success can be achieved through the data-driven optimization of operations and maintenance as well as the application of novel strategies such as prescriptive maintenance. After introducing the concept of prescriptive maintenance, this paper aims to prove that vehicle-focused applications of this approach indeed have the potential to increase attractiveness. However, even greater advantages can be activated if data from the horizontal network of the vehicle is available. Drawing on the state of the art in research and technology in the field of cyber-physical systems (CPS) as well as digital twins and shadows, our work serves to design a system of systems for the horizontal interconnection of a rail vehicle and to conceptualize a draft for a digital twin of a locomotive.

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Metadaten
Author:Julian Franzen, Jannis Stecken, Raphael PfaffORCiD, Bernd Kuhlenkötter
DOI:https://doi.org/10.1007/978-3-030-13535-5_19
ISBN:978-3-030-13535-5
Parent Title (English):Advances in Production, Logistics and Traffic
Publisher:Springer
Place of publication:Cham
Document Type:Part of a Book
Language:English
Year of Completion:2019
Date of the Publication (Server):2019/04/01
First Page:265
Last Page:276
Link:https://doi.org/10.1007/978-3-030-13535-5_19
Zugriffsart:campus
Institutes:FH Aachen / Fachbereich Maschinenbau und Mechatronik
collections:Verlag / Springer