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Alten, Karoline and Fuchs, Andreas and Struhar, Jan and Baasch, Benjamin and Heusel, Judith and Groos, Jörn Christoffer (2022) Zustandsüberwachung mit Regelfahrzeugen. EIK - Eisenbahn Ingenieur Kompendium, pp. 111-127. DVV Media Group. ISSN 2511-9982.
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Abstract
Die Künstliche Intelligenz (KI) bzw. das maschinelle Lernen ermöglicht neue Ansätze für die Zustandsüberwachung der Bahninfrastruktur im laufenden Betrieb. Dieser Beitrag gibt einen Überblick über Forschungsarbeiten des Austrian Institute of Technology (AIT) und des Deutschen Zentrums für Luft- und Raumfahrt DLR e. V. zur Nutzung der Fahrzeug-Fahrweg-Interaktion zur Erkennung von Fehlzuständen an Schienen.
| Item URL in elib: | https://elib.dlr.de/193096/ | ||||||||||||||||||||||||||||
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| Document Type: | Article | ||||||||||||||||||||||||||||
| Title: | Zustandsüberwachung mit Regelfahrzeugen | ||||||||||||||||||||||||||||
| Authors: |
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| Date: | January 2022 | ||||||||||||||||||||||||||||
| Journal or Publication Title: | EIK - Eisenbahn Ingenieur Kompendium | ||||||||||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||||||||||
| Page Range: | pp. 111-127 | ||||||||||||||||||||||||||||
| Publisher: | DVV Media Group | ||||||||||||||||||||||||||||
| ISSN: | 2511-9982 | ||||||||||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||||||||||
| Keywords: | Machinelles Lernen, Zustandsüberwachung, Bahninfrastruktur, Schiene, Fahrzeug-Fahrweg-Interaktion | ||||||||||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||||||||||
| HGF - Program: | Transport | ||||||||||||||||||||||||||||
| HGF - Program Themes: | Rail Transport | ||||||||||||||||||||||||||||
| DLR - Research area: | Transport | ||||||||||||||||||||||||||||
| DLR - Program: | V SC Schienenverkehr | ||||||||||||||||||||||||||||
| DLR - Research theme (Project): | V - Digitalisierung und Automatisierung des Bahnsystems (old) | ||||||||||||||||||||||||||||
| Location: | Berlin-Adlershof , Braunschweig | ||||||||||||||||||||||||||||
| Institutes and Institutions: | Institute of Transportation Systems Institute of Transportation Systems > Information Gathering and Modelling, BA Institute of Transportation Systems > Information Gathering and Modelling, BS | ||||||||||||||||||||||||||||
| Deposited By: | Baasch, Dr. Benjamin | ||||||||||||||||||||||||||||
| Deposited On: | 20 Jan 2023 12:21 | ||||||||||||||||||||||||||||
| Last Modified: | 29 Mar 2023 00:03 |
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