Smart Autonomous Diagnostics of Switches and Crossings
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26110%2F26%3A0198403" target="_blank" >RIV/00216305:26110/26:0198403 - isvavai.cz</a>
Result on the web
<a href="https://www.ctresources.info/ccc/download/ccc.10179.pdf" target="_blank" >https://www.ctresources.info/ccc/download/ccc.10179.pdf</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.4203/ccc.7.7.15" target="_blank" >10.4203/ccc.7.7.15</a>
Alternative languages
Result language
angličtina
Original language name
Smart Autonomous Diagnostics of Switches and Crossings
Original language description
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.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
20104 - Transport engineering
Result continuities
Project
<a href="/en/project/CK01000091" target="_blank" >CK01000091: Turnout 4.0</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2024
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON RAILWAY TECHNOLOGY: RESEARCH, DEVELOPMENT AND MAINTENANCE
ISBN
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ISSN
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e-ISSN
2753-3239
Number of pages
13
Pages from-to
1-13
Publisher name
Civil-Comp Limited 2023
Place of publication
Praha
Event location
Praha
Event date
Sep 1, 2024
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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