Efficient railway track maintenance is crucial due to the increasing demand for rail transportation. Reducing costs by optimizing maintenance procedures and operations is essential, and predictive maintenance approaches are necessary to achieve this. We summarized previous literature on track geometry and developed a predictive model for maintenance cost management. We test random forest and SVM predictions on a simulated dataset This information can assist railway companies in improving maintenance practices, planning costs, and enhancing network performance and efficiency.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Cost Effective Predictive Railway Track Maintenance


    Weitere Titelangaben:

    Lect. Notes in Networks, Syst.


    Beteiligte:
    Rocha, Álvaro (Herausgeber:in) / Adeli, Hojjat (Herausgeber:in) / Dzemyda, Gintautas (Herausgeber:in) / Moreira, Fernando (Herausgeber:in) / Poniszewska-Marańda, Aneta (Herausgeber:in) / Harikrishnan, Sri (Autor:in) / Dorner, Verena (Autor:in) / Sohi, Shahrom (Autor:in)

    Kongress:

    World Conference on Information Systems and Technologies ; 2024 ; Lodz, Poland March 26, 2024 - March 28, 2024



    Erscheinungsdatum :

    16.05.2024


    Format / Umfang :

    10 pages





    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Cost-effective maintenance of railway track : proceedings of the Conference Cost-Effective Maintenance of Railway Track

    Institution of Civil Engineers / Conference Cost Effective Maintenance of Railway Track | TIBKAT | 1992


    Cost-effective track geometry maintenance limits

    Arasteh khouy, Iman / Larsson-Kråik, Per-Olof / Nissen, Arne et al. | SAGE Publications | 2016


    Cost-effective track geometry maintenance limits

    Nissen, A | Online Contents | 2016


    Railway track maintenance equipment

    LYU DAOFENG / XU MING / LI LEILEI et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    RAILWAY TRACK MAINTENANCE TROLLEY

    MELVELLE ANDREW / DE ROOY BEN / MORRIS GARY et al. | Europäisches Patentamt | 2019

    Freier Zugriff