[HTML][HTML] A taxonomy of railway track maintenance planning and scheduling: A review and research trends

M Sedghi, O Kauppila, B Bergquist, E Vanhatalo… - Reliability Engineering & …, 2021 - Elsevier
Railway track maintenance and renewal are vital for railway safety, train punctuality, and
travel comfort. Therefore, having cost-effective maintenance is critical in managing railway …

Review of ballast track tamping: Mechanism, challenges and solutions

Y Guo, V Markine, G Jing - Construction and Building Materials, 2021 - Elsevier
Railway ballast beds bear cyclic loadings from vehicles and deteriorate due to ballast
particle degradation (breakage and abrasion), ballast pockets (subgrade defects), fouling (or …

State-of-the-art review of ground penetrating radar (GPR) applications for railway ballast inspection

S Wang, G Liu, G Jing, Q Feng, H Liu, Y Guo - Sensors, 2022 - mdpi.com
In the past 20 years, many studies have been performed on ballast layer inspection and
condition evaluation with ground penetrating radar (GPR). GPR is a non-destructive means …

Intelligent and adaptive asset management model for railway sections using the iPN method

A Saleh, R Remenyte-Prescott, D Prescott… - Reliability Engineering & …, 2024 - Elsevier
The maintenance strategy in railway transportation is crucial in ensuring safety, availability,
and reducing operating costs. However, finding the optimal maintenance plan that takes into …

Ballast fouling inspection and quantification with ground penetrating radar (GPR)

Y Guo, G Liu, G Jing, J Qu, S Wang… - International Journal of …, 2023 - Taylor & Francis
Ground penetrating radar (GPR) has been applied for ballast layer inspection for two
decades, mainly for the analysis of ballast layer fouling levels. However, some issues that …

Discrete element modelling of railway ballast performance considering particle shape and rolling resistance

Y Guo, C Zhao, V Markine, C Shi, G Jing… - Railway Engineering …, 2020 - Springer
To simulate ballast performance accurately and efficiently, the input in discrete element
models should be carefully selected, including the contact model and applied particle …

Deep reinforcement learning for dynamic opportunistic maintenance of multi-component systems with load sharing

C Zhang, YF Li, DW Coit - IEEE Transactions on Reliability, 2022 - ieeexplore.ieee.org
Opportunistic maintenance (OM), which shows its superiority on complex multi-component
systems by integrating the maintenance activities of multiple components to reduce the …

[HTML][HTML] Estimation of the dynamic stiffness of railway ballast over a wide frequency range using the discrete element method

K Balamonica, A Bergamini, B Van Damme - Journal of Sound and …, 2023 - Elsevier
Ballast is an integral part of railways, serving as a load transfer medium between the rails
and the subgrade. In analytical modeling of track dynamics, ballast is idealized as a spring …

Data‐driven maintenance planning and scheduling based on predicted railway track condition

M Sedghi, B Bergquist, E Vanhatalo… - Quality and Reliability …, 2022 - Wiley Online Library
Timely planning and scheduling of railway infrastructure maintenance interventions are
crucial for increased safety, improved availability, and reduced cost. We propose a data …

Review of data analytics for condition monitoring of railway track geometry

AP Gonzalo, R Horridge, H Steele… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Railway track geometry varies along routes depending on topographical, operational and
safety constraints. Tracks are prone to degrade over time due to various factors, with …