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Detail publikačního výsledku
RAIF, L.; PLÁŠEK, O.; KOHOUT, M.; SALAJKA, V.; PODROUŽEK, J.; VÁGNER, J.; HÁBA, A.; NAVRÁTIL, P.; VYHLÍDAL, M.; VUKUŠIČ, I.; KRČ, R.; HADAŠ, Z.
Originální název
Smart Autonomous Diagnostics of Switches and Crossings
Anglický název
Druh
Stať ve sborníku v databázi WoS či Scopus
Originální abstrakt
This paper shows the results of the Turnout 4.0 applied research project. The project focused on the development of an autonomous diagnostic system. A modular diagnostic system is described, including a sensor part installed on the crossing and the vehicle, data acquisition and storage in database systems, evaluation of signals by two systems – Train Identification System and Diagnostic Switches & Crossings – using artificial intelligence algorithms, Machine Learning and Bayesian statistical analysis. The extension of the system is the determination of the final score, describing the technical condition of the crossing, evaluating the score development over time, and displaying the monitoring results to the infrastructure manager.
Anglický abstrakt
Klíčová slova
permanent-way, switches & crossings, autonomous diagnostic, artificial intelligence, machine learning, structural health monitoring
Klíčová slova v angličtině
Autoři
Vydáno
01.09.2024
Nakladatel
Civil-Comp Limited 2023
Místo
Praha
Kniha
PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON RAILWAY TECHNOLOGY: RESEARCH, DEVELOPMENT AND MAINTENANCE
ISSN
2753-3239
Periodikum
Civil-Comp Conferences
Svazek
CCC7
Stát
Spojené království Velké Británie a Severního Irska
Strany od
1
Strany do
13
Strany počet
URL
https://www.ctresources.info/ccc/download/ccc.10179.pdf
BibTex
@inproceedings{BUT198403, author="Lukáš {Raif} and Otto {Plášek} and Martin {Kohout} and Vlastislav {Salajka} and Jan {Podroužek} and Jakub {Vágner} and Aleš {Hába} and Petr {Navrátil} and Michal {Vyhlídal} and Ivan {Vukušič} and Rostislav {Krč} and Zdeněk {Hadaš}", title="Smart Autonomous Diagnostics of Switches and Crossings", booktitle="PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON RAILWAY TECHNOLOGY: RESEARCH, DEVELOPMENT AND MAINTENANCE", year="2024", journal="Civil-Comp Conferences", volume="CCC7", pages="1--13", publisher="Civil-Comp Limited 2023", address="Praha", doi="10.4203/ccc.7.7.15", issn="2753-3239", url="https://www.ctresources.info/ccc/download/ccc.10179.pdf" }