Railways are expected to operate with ever increasing levels of availability, reliability, safety and security. One way of ensuring high levels of dependability is through the use of condition monitoring systems. This paper presents the results of research on fault detection and diagnosis methods for railway track circuits. The proposed method uses a hybrid quantitative/qualitative technique known as a neuro-fuzzy system. Such a hybrid fault detection and diagnosis system combines the benefits of both fuzzy logic and neural networks, i.e. the ability to deal with system imprecision and to learn by neural network training processes. It is shown that the proposed method correctly detects and diagnoses the most commonly occurring track circuit failures in a laboratory test rig of one type of audio frequency jointless track circuit.


    Zugriff

    Zugriff über TIB

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Fault detection and diagnosis for railway track circuits using neuro-fuzzy systems


    Weitere Titelangaben:

    Fehlererkennung und -diagnose für Eisenbahngleisstromkreise mit Hilfe von Neuro-Fuzzy-Systemen


    Beteiligte:
    Chen, J. (Autor:in) / Roberts, C. (Autor:in) / Weston, P. (Autor:in)

    Erschienen in:

    Erscheinungsdatum :

    2008


    Format / Umfang :

    12 Seiten




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Print


    Sprache :

    Englisch




    Adaptive Fault Diagnosis System for Railway Track Circuits

    Liu, Xigao / Wang, Xiaoliang / Han, Gaitang | Springer Verlag | 2022


    Adaptive Fault Diagnosis System for Railway Track Circuits

    Liu, Xigao / Wang, Xiaoliang / Han, Gaitang | British Library Conference Proceedings | 2022


    Adaptive Fault Diagnosis System for Railway Track Circuits

    Liu, Xigao / Wang, Xiaoliang / Han, Gaitang | TIBKAT | 2022


    Automated fault diagnosis using neuro-fuzzy systems

    Benkhedda, Hassen / Patton, Ron | AIAA | 1996


    Fault diagnosis using Neuro-Fuzzy Transductive Inference algorithm

    Bo Zhang, / Jianjun Luo, / Zhiqiu Chen, et al. | IEEE | 2008