Recent applications of big data analytics in railway transportation systems: A survey
Big data analytics (BDA) has increasingly attracted a strong attention of analysts,
researchers and practitioners in railway transportation and engineering. This urges the …
researchers and practitioners in railway transportation and engineering. This urges the …
Towards the Internet of smart trains: A review on industrial IoT-connected railways
Nowadays, the railway industry is in a position where it is able to exploit the opportunities
created by the IIoT (Industrial Internet of Things) and enabling communication technologies …
created by the IIoT (Industrial Internet of Things) and enabling communication technologies …
A review of train delay prediction approaches
Railway operations are vulnerable to delays. Accurate predictions of train arrival and
departure delays improve the passenger service quality and are essential for real-time …
departure delays improve the passenger service quality and are essential for real-time …
Predictive modelling of running and dwell times in railway traffic
Accurate estimation of running and dwell times is important for all levels of planning and
control of railway traffic. The availability of historical track occupation data with a high degree …
control of railway traffic. The availability of historical track occupation data with a high degree …
Railway line capacity consumption of different railway signalling systems under scheduled and disturbed conditions
This paper proposes the new concept of dynamic infrastructure occupation to assess
infrastructure capacity under disturbed conditions as a complement to the established …
infrastructure capacity under disturbed conditions as a complement to the established …
Train dispatching management with data-driven approaches: A comprehensive review and appraisal
Train dispatching (TD) is at the forefront of all rail operations that transport passengers or
goods. Recent technological advances and the explosion of digital data have introduced …
goods. Recent technological advances and the explosion of digital data have introduced …
Performance indicators for railway timetables
RMP Goverde, IA Hansen - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
Railway timetables must provide competitive travel times and at the same time be able to
withstand delays, perturbations, and variations in operating conditions without losing …
withstand delays, perturbations, and variations in operating conditions without losing …
Requirements for big data adoption for railway asset management
P McMahon, T Zhang, R Dwight - Ieee Access, 2020 - ieeexplore.ieee.org
Nowadays, huge amounts of data have been captured along with the day-to-day operation
of assets including railway systems. Hence, we have come to the era of big data. The …
of assets including railway systems. Hence, we have come to the era of big data. The …
Integrated train timetabling and rolling stock scheduling model based on time‐dependent demand for urban rail transit
Y Yue, J Han, S Wang, X Liu - Computer‐Aided Civil and …, 2017 - Wiley Online Library
The congestion of urban transportation is becoming an increasingly critical problem for
many metropolises. The Urban Rail Transit (URT) system has attracted substantial attention …
many metropolises. The Urban Rail Transit (URT) system has attracted substantial attention …
Online data-driven adaptive prediction of train event times
This paper presents a microscopic model for accurate prediction of train event times based
on a timed event graph with dynamic arc weights. The process times in the model are …
on a timed event graph with dynamic arc weights. The process times in the model are …