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Neumann, Thorsten and Tiecken, Jacques and Buursma, Douwe and Baasch, Benjamin and Camacho de Miguel, Javier and Rodriguez, Borja and Alvarado, Unai (2025) Boosting holistic railway infrastructure monitoring and health prediction by integrated data sets and analysis. In: Transport Transitions: Advancing Sustainable and Inclusive Mobility, Proceedings of the 10th TRA Conference, 2024, pp. 541-547. Transport Research Arena 2024, 2024-04-14 - 2024-04-19, Dublin, Ireland. doi: 10.1007/978-3-032-04774-8_78. ISBN 78-3-031-85577-1. ISSN 2196-5544.
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Abstract
The digitalization and automatization of railway infrastructure health surveillance using various kinds of embedded wayside and onboard sensors in combination with common monitoring and inspection motivates a more and more integrated health analysis for all the relevant asset components such as rail, ballast, switches and crossings, point machines, and others. In this context, the present contribution discusses how an integrated research data set - as currently being collected by partners within the Europe's Rail project IAM4Rail - is going to stimulate new research and developments as well as innovative solutions with regard to several use cases from the field of railway infrastructure maintenance. This includes the application of modern AI-based data fusion techniques as well as physical and hybrid modelling approaches.
| Item URL in elib: | https://elib.dlr.de/194636/ | ||||||||||||||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||||||||||||||
| Title: | Boosting holistic railway infrastructure monitoring and health prediction by integrated data sets and analysis | ||||||||||||||||||||||||||||||||
| Authors: |
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| Date: | 4 September 2025 | ||||||||||||||||||||||||||||||||
| Journal or Publication Title: | Transport Transitions: Advancing Sustainable and Inclusive Mobility, Proceedings of the 10th TRA Conference, 2024 | ||||||||||||||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||||||||||||||
| DOI: | 10.1007/978-3-032-04774-8_78 | ||||||||||||||||||||||||||||||||
| Page Range: | pp. 541-547 | ||||||||||||||||||||||||||||||||
| Series Name: | Lecture Notes in Mobility | ||||||||||||||||||||||||||||||||
| ISSN: | 2196-5544 | ||||||||||||||||||||||||||||||||
| ISBN: | 78-3-031-85577-1 | ||||||||||||||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||||||||||||||
| Keywords: | Holistic PHM, Data Fusion, Data Analytics, Digital Twin | ||||||||||||||||||||||||||||||||
| Event Title: | Transport Research Arena 2024 | ||||||||||||||||||||||||||||||||
| Event Location: | Dublin, Ireland | ||||||||||||||||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||||||||||||||||
| Event Start Date: | 14 April 2024 | ||||||||||||||||||||||||||||||||
| Event End Date: | 19 April 2024 | ||||||||||||||||||||||||||||||||
| 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 - TraCo - Train Control and Management (old) | ||||||||||||||||||||||||||||||||
| Location: | Berlin-Adlershof | ||||||||||||||||||||||||||||||||
| Institutes and Institutions: | Institute of Transportation Systems > Information Gathering and Modelling, BA Institute of Transportation Systems > Digitalized Rail Transport and Operations | ||||||||||||||||||||||||||||||||
| Deposited By: | Neumann, Dr.-Ing. Thorsten | ||||||||||||||||||||||||||||||||
| Deposited On: | 15 Jul 2024 09:21 | ||||||||||||||||||||||||||||||||
| Last Modified: | 17 Oct 2025 14:59 |
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