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.
Cost Effective Predictive Railway Track Maintenance
Lect. Notes in Networks, Syst.
World Conference on Information Systems and Technologies ; 2024 ; Lodz, Poland March 26, 2024 - March 28, 2024
Good Practices and New Perspectives in Information Systems and Technologies ; Kapitel : 4 ; 35-44
16.05.2024
10 pages
Aufsatz/Kapitel (Buch)
Elektronische Ressource
Englisch
Cost-effective track geometry maintenance limits
SAGE Publications | 2016
|Cost-effective track geometry maintenance limits
Online Contents | 2016
|