Systematic literature review on data-driven models for predictive maintenance of railway track: Implications in geotechnical engineering

J Xie, J Huang, C Zeng, SH Jiang, N Podlich - Geosciences, 2020 - mdpi.com
Conventional planning of maintenance and renewal work for railway track is based on
heuristics and simple scheduling. The railway industry is now collecting a large amount of …

Modern tendencies in vehicle-based condition monitoring of the railway track

HA Fernández-Bobadilla… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Condition monitoring (CM) describes the continuous observation of a dynamical system or
process in order to track the evolution of its state and to detect signs of faults in an early …

Detecting flaws on railways using semantic segmentation

M Sevi, İ Aydın - 2021 International Conference on Information …, 2021 - ieeexplore.ieee.org
Railway transportation usage is increasing day by day. However, as in all types of
transportation, the safety of the road used in railway transportation is of great importance. In …

[图书][B] Predicting Track Geometry Using Machine-Learning Methods

M Ahmed - 2023 - search.proquest.com
The track is an essential and critical component of the railway system, playing a vital role in
ensuring the safe and efficient transportation of people and goods. However, according to …