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Application of fuzzy theory for identifying the required availability of an autonomous localization unit in European Train Control System
- Source :
- Journal of Intelligent Transportation Systems, Journal of Intelligent Transportation Systems, 2019, 18p. ⟨10.1080/15472450.2018.1525533⟩
- Publication Year :
- 2019
- Publisher :
- Informa UK Limited, 2019.
-
Abstract
- According to the evolution tendency of the control decision process from a trackside to a train-borne system, various autonomous localization units for railway vehicles were developed. As recommended in railway standards, the design process of each system, here the autonomous localization units (LU), follows the V-model whose first step is to define its availability requirement in order to satisfy the global ETCS system requirements. The classical approach for assigning the subsystem availability is based on the assumption that failure parameters of other units are precisely known. This assumption is too restricted in reality due to the lack of information. In this paper, we propose a new approach that allows taking into account uncertainties in the dependability parameters of the ETCS components for identifying the upper threshold of the LU unavailability to reach ETCS availability requirements. Using fuzzy fault trees, the fuzzy unavailability of the ETCS without the autonomous LU is evaluated. Then, based on its membership function, we assess the satisfaction rate that an advanced ETCS with the autonomous LU can satisfy the ETCS availability target.
- Subjects :
- Fuzzy sets
HIGH-SPEED RAIL
Computer science
Fuzzy set
Intelligent control system
Aerospace Engineering
System availability
02 engineering and technology
Fuzzy logic
SYSTEME DE TRANSPORT INTELLIGENT
[SPI.AUTO]Engineering Sciences [physics]/Automatic
European Train Control System
LOCALISATION
Autre
SURETE DE FONCTIONNEMENT
SYSTEME INTELLIGENT
0502 economics and business
0202 electrical engineering, electronic engineering, information engineering
Dependability
GRANDE VITESSE
AIDE A LA DECISION
SECURITE
TRAIN A GRANDE VITESSE - TGV
Fault tree analysis
050210 logistics & transportation
Applied Mathematics
High-speed rail
05 social sciences
SYSTEM AVAILABILITY
Computer Science Applications
Reliability engineering
System requirements
TRANSPORT FERROVIAIRE
INTELLIGENT CONTROL SYSTEM
Control and Systems Engineering
Automotive Engineering
VOIE FERREE
020201 artificial intelligence & image processing
Unavailability
FUZZY SETS
Software
Membership function
Information Systems
Subjects
Details
- ISSN :
- 15472442 and 15472450
- Volume :
- 23
- Database :
- OpenAIRE
- Journal :
- Journal of Intelligent Transportation Systems
- Accession number :
- edsair.doi.dedup.....e769fe98153a83275afc0c3d638b869c
- Full Text :
- https://doi.org/10.1080/15472450.2018.1525533