Health monitoring systems with low-cost sensor networks and smart algorithms are always needed in both passenger trains and heavy haul trains due to the increasing need for reliability and safety in the railway industry. This paper focuses on an overview of existing approaches applied for railway vehicle on-board health monitoring systems. The approaches applied in the data measurement systems and the data analysis systems in railway on-board health monitoring systems are presented in this paper, including methodologies, theories and applications. The pros and cons of the various approaches are analysed to determine appropriate benchmarks for an effective and efficient railway vehicle on-board health monitoring system. According to this review, inertial sensors are the most popular due to their advantages of low cost, robustness and low power consumption. Linearisation methods are required for the model-based methods which would inevitably introduce error to the estimation results, and it is time-consuming to include all possible conditions in the pre-built database required for signal-based methods. Based on this review, future development trends in the design of new low-cost health monitoring systems for railway vehicles are discussed.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    An overview: modern techniques for railway vehicle on-board health monitoring systems


    Beteiligte:
    Li, Chunsheng (Autor:in) / Luo, Shihui (Autor:in) / Cole, Colin (Autor:in) / Spiryagin, Maksym (Autor:in)

    Erschienen in:

    Vehicle System Dynamics ; 55 , 7 ; 1045-1070


    Erscheinungsdatum :

    2017-07-03


    Format / Umfang :

    26 pages




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch





    Modern techniques for condition monitoring of railway vehicle dynamics

    Ngigi, R.W. / Pislaru, C. / Ball, A. et al. | Tema Archiv | 2012


    Railway vehicle health monitoring system

    LI QIAONENG / JIANG RUIJIN / XU YONG et al. | Europäisches Patentamt | 2023

    Freier Zugriff

    MONITORING SYSTEM FOR RAILWAY VEHICLE DISTRIBUTION BOARD

    TANAKA AKIRA / KIMURA SATORU / FUJIGAE NORITOSHI et al. | Europäisches Patentamt | 2017

    Freier Zugriff

    Modern radio communication for railway applications - an overview

    Rothert, H.-J. | British Library Conference Proceedings | 2004