Prediction and analysis of train arrival delay based on XGBoost and Bayesian optimization
R Shi, X Xu, J Li, Y Li - Applied Soft Computing, 2021 - Elsevier
Accurate train arrival delay prediction is critical for real-time train dispatching and for the
improvement of the transportation service. This study proposes a data-driven method that …
improvement of the transportation service. This study proposes a data-driven method that …
Railway capacity: A review of analysis methods
MK Sameni, A Moradi - Journal of Rail Transport Planning & Management, 2022 - Elsevier
Railway capacity is seemingly easy but truly complex concept due to its interaction with all
the pillars of railways such as infrastructure, rolling stock, signaling and operation planning …
the pillars of railways such as infrastructure, rolling stock, signaling and operation planning …
Analyzing passenger train arrival delays with support vector regression
We propose machine learning models that capture the relation between passenger train
arrival delays and various characteristics of a railway system. Such models can be used at …
arrival delays and various characteristics of a railway system. Such models can be used at …
Multi-train trajectory optimization for energy-efficient timetabling
This paper proposes a novel approach for energy-efficient timetabling by adjusting the
running time allocation of given timetables using train trajectory optimization. The approach …
running time allocation of given timetables using train trajectory optimization. The approach …
Modeling train operation as sequences: A study of delay prediction with operation and weather data
This paper presents a carefully designed train delay prediction model, called FCLL-Net,
which combines a fully-connected neural network (FCNN) and two long short-term memory …
which combines a fully-connected neural network (FCNN) and two long short-term memory …
Multiple-phase train trajectory optimization with signalling and operational constraints
The train trajectory optimization problem aims at finding the optimal speed profiles and
control regimes for a safe, punctual, comfortable, and energy-efficient train operation. This …
control regimes for a safe, punctual, comfortable, and energy-efficient train operation. This …
[HTML][HTML] Driveability analysis of the european rail transport management system (ERTMS)-A systematic literature review
T Rosberg, T Cavalcanti, B Thorslund, E Prytz… - Journal of Rail Transport …, 2021 - Elsevier
Train drivers in Sweden had the opportunity to test the new European Rail Transport
Management System (ERTMS) during the early implementation of this signaling system in …
Management System (ERTMS) during the early implementation of this signaling system in …
A rolling horizon approach to the high speed train rescheduling problem in case of a partial segment blockage
This paper reschedules train services on a double-track high speed railway in a disrupted
situation, where one track of a segment is temporarily unavailable. We have to decide the …
situation, where one track of a segment is temporarily unavailable. We have to decide the …
A three-level framework for performance-based railway timetabling
The performance of railway operations depends highly on the quality of the railway
timetable. In particular for dense railway networks it can be challenging to obtain a stable …
timetable. In particular for dense railway networks it can be challenging to obtain a stable …
A train rescheduling model integrating speed management during disruptions of high-speed traffic under a quasi-moving block system
Chinese high-speed railways faced a fast development in recent years. Their performances
are still confronted with disruptions unavoidably, which impact on the reliability of the traffic …
are still confronted with disruptions unavoidably, which impact on the reliability of the traffic …