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Baasch, Benjamin and Roth, Michael Helmut and Schulz, Sebastian and Groos, Jörn Christoffer (2020) An unsupervised machine learning approach to extract wheel and track health status indicators from train-borne accelerometer data. In: 30th European Safety and Reliability Conference, ESREL 2020 and 15th Probabilistic Safety Assessment and Management Conference, PSAM15 2020. ESREL2020 PSAM15, 2020-11-01 - 2020-11-05, Venedig, Italien. doi: 10.3850/978-981-14-8593-0_3898-cd. ISBN 978-981148593-0.
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Official URL: https://www.rpsonline.com.sg/proceedings/esrel2020/html/3898.xml
| Item URL in elib: | https://elib.dlr.de/134005/ | ||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||
| Title: | An unsupervised machine learning approach to extract wheel and track health status indicators from train-borne accelerometer data | ||||||||||||||||||||
| Authors: |
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| Date: | November 2020 | ||||||||||||||||||||
| Journal or Publication Title: | 30th European Safety and Reliability Conference, ESREL 2020 and 15th Probabilistic Safety Assessment and Management Conference, PSAM15 2020 | ||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||
| DOI: | 10.3850/978-981-14-8593-0_3898-cd | ||||||||||||||||||||
| ISBN: | 978-981148593-0 | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | Machine Learning, Dimensionality Reduction, Blind Signal Separation, Condition Monitoring, Condition-Based Maintenance, Axle-Box Acceleration | ||||||||||||||||||||
| Event Title: | ESREL2020 PSAM15 | ||||||||||||||||||||
| Event Location: | Venedig, Italien | ||||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||||
| Event Start Date: | 1 November 2020 | ||||||||||||||||||||
| Event End Date: | 5 November 2020 | ||||||||||||||||||||
| 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 > Data Management and Knowledge Discovery | ||||||||||||||||||||
| Deposited By: | Baasch, Dr. Benjamin | ||||||||||||||||||||
| Deposited On: | 16 Nov 2020 10:23 | ||||||||||||||||||||
| Last Modified: | 24 Apr 2024 20:37 |
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