[HTML][HTML] A literature review of Artificial Intelligence applications in railway systems

R Tang, L De Donato, N Besinović, F Flammini… - … Research Part C …, 2022 - Elsevier
Nowadays it is widely accepted that Artificial Intelligence (AI) is significantly influencing a
large number of domains, including railways. In this paper, we present a systematic literature …

Applications of genetic algorithm and its variants in rail vehicle systems: A bibliometric analysis and comprehensive review

HJ Kaleybar, M Davoodi, M Brenna, D Zaninelli - IEEE Access, 2023 - ieeexplore.ieee.org
Railway systems are time-varying and complex systems with nonlinear behaviors that
require effective optimization techniques to achieve optimal performance. Evolutionary …

Predictive maintenance decision-making for variable faults with non-equivalent costs of fault severities

Y Lv, X Guo, Q Zhou, L Qian, J Liu - Advanced Engineering Informatics, 2023 - Elsevier
Predictive Maintenance is crucial for production systems as it helps maintaining the
reliability and availability of components/equipment as well as preventing unexpected …

An integrated system framework of building information modelling and geographical information system for utility tunnel maintenance management

PC Lee, Y Wang, TP Lo, D Long - Tunnelling and Underground Space …, 2018 - Elsevier
Utility tunnel should be well maintained for it services public pipelines and city operation. In
the recent time, utility tunnel has been operated via computer maintenance management …

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 …

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 …

A Three-Stage Prediction Method for Track Displacement During Shield Tunneling

L Tan, Y Cao, F Wang, T Tang, X Wang, Q Li - Urban Rail Transit, 2023 - Springer
Track displacement is an important factor of track irregularity. Existing researches related
with track displacement prediction generally ignore the influence from underground …

An open-source and extensible platform for general infrastructure asset management system

V Asghari, SC Hsu - Automation in Construction, 2021 - Elsevier
Given the importance of maintaining infrastructure assets, asset management at both project-
and network-levels has been the focus of hundreds of studies. Although these studies and …

Tamping and renewal optimization of ballasted track using track measurement data and genetic algorithm

JS Lee, IY Choi, IK Kim, SH Hwang - Journal of Transportation …, 2018 - ascelibrary.org
Although reliability centered maintenance (RCM) has been used widely in the maintenance
and renewal (M&R) of railway infrastructures, M&R methods and maintenance frequencies …

[PDF][PDF] Contribution to railway track maintenance planning from the analysis of dynamic movements of trains

IP Seraco, HXR Neto - Civil Engineering Journal, 2023 - core.ac.uk
Dynamic movements of trains in relation to the track have a significant impact on the
displacement stability of rail vehicles, having effects inclusive of operational safety. Although …