A Review of Fault Detection and Diagnosis for the Traction System in High-Speed Trains

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A Review of Fault Detection and Diagnosis for the Traction System in High-Speed Trains

A Review of Fault Detection and Diagnosis for the Traction System in High-Speed Trains

Chen, Hongtian / Jiang, Bin

High-speed trains have become one of the most important and advanced branches of intelligent transportation, of which the reliability and safety are still not mature enough for keeping up with other aspects. The first objective of this paper is to present a comprehensive review on the fault detection and diagnosis (FDD) techniques for high-speed trains. The second purpose of this work is, motivated by the pros and cons of the FDD methods for high-speed trains, to provide researchers and practitioners with informative guidance. Then, the application of FDD for high-speed trains is presented using data-driven methods which are receiving increasing attention in transportation fields over the past ten years. Finally, the challenges and promising issues are speculated for the future investigation.

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Title :

A Review of Fault Detection and Diagnosis for the Traction System in High-Speed Trains

Contributors:

Chen, Hongtian (author) / Jiang, Bin (author)

Published in:

IEEE Transactions on Intelligent Transportation Systems ; 21 , 2 ; 450-465

Publication date :

2020-02-01

Size :

2931280 byte

ISSN :

1524-9050 , 1558-0016

DOI :

https://doi.org/10.1109/TITS.2019.2897583

Type of media :

Article (Journal)

Type of material :

Electronic Resource

Language :

English

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