Recent applications of big data analytics in railway transportation systems: A survey

F Ghofrani, Q He, RMP Goverde, X Liu - Transportation Research Part C …, 2018 - Elsevier
Big data analytics (BDA) has increasingly attracted a strong attention of analysts,
researchers and practitioners in railway transportation and engineering. This urges the …

Track geometry degradation and maintenance modelling: A review

I Soleimanmeigouni, A Ahmadi… - Proceedings of the …, 2018 - journals.sagepub.com
Increased demand for railway transportation is creating a need for higher train speeds and
axle loads. These, in turn, increase the likelihood of track degradation and failures …

An ensemble classifier to predict track geometry degradation

I Cárdenas-Gallo, CA Sarmiento, GA Morales… - Reliability Engineering & …, 2017 - Elsevier
Railway operations are inherently complex and source of several problems. In particular,
track geometry defects are one of the leading causes of train accidents in the United States …

A review of rail track degradation prediction models

A Falamarzi, S Moridpour, M Nazem - Australian Journal of Civil …, 2019 - Taylor & Francis
The increase in traffic congestion in urban areas as a result of more private transport
intensifies the importance of promoting public transport and rail transport in particular. The …

Degradation prediction of rail tracks: A review of the existing literature

N Elkhoury, L Hitihamillage… - The Open …, 2018 - opentransportationjournal.com
In the past few decades, the railway infrastructure has been widely expanded in urban and
rural areas, making it the most complex matrix of rail transport networks. Safe and …

Statistical analysis of track geometry parameters on tramway line No. 1 in Budapest

V Jover, S Fischer - The Baltic Journal of Road and Bridge …, 2022 - journals.rtu.lv
The article examines the superstructures of the tramway tracks of tramway line No. 1 in
Budapest (the capital of Hungary). Since the first appearance of tramways, several …

Methods to monitor and evaluate the deterioration of track and its components in a railway in-service: A systemic review

ALO De Melo, S Kaewunruen, M Papaelias… - Frontiers in Built …, 2020 - frontiersin.org
When planning a new track or improving a track that is currently in-service, it is important to
predict the probable rate of track deterioration as a function of the variables related to the …

Prediction models for railway track geometry degradation using machine learning methods: a review

Y Liao, L Han, H Wang, H Zhang - Sensors, 2022 - mdpi.com
Keeping railway tracks in good operational condition is one of the most important tasks for
railway owners. As a result, railway companies have to conduct track inspections …

Tram track maintenance-planning by gauge degradation modelling

M Ahac, S Lakušić - Transport, 2015 - Taylor & Francis
Tram track system management is a complex, costly and interdisciplinary process. It involves
construction, monitoring and maintenance of track infrastructure and rolling stock, and public …

Modelling the evolution of ballasted railway track geometry by a two-level piecewise model

I Soleimanmeigouni, X Xiao, A Ahmadi… - Structure and …, 2018 - Taylor & Francis
Accurate prediction and efficient simulation of the evolution of track geometry condition is a
prerequisite for planning effective railway track maintenance. In this regard, the degradation …