[HTML][HTML] A literature review of Artificial Intelligence applications in railway systems
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 …
large number of domains, including railways. In this paper, we present a systematic literature …
[HTML][HTML] Handling uncertainty in train timetable rescheduling: A review of the literature and future research directions
External and internal factors can cause disturbances or disruptions in daily train operations,
leading to deviations from official timetables and passenger delays. As a result, efficient train …
leading to deviations from official timetables and passenger delays. As a result, efficient train …
An exact method for the integrated optimization of subway lines operation strategies with asymmetric passenger demand and operating costs
Subway lines connecting different urban functional zones in large cities have direction-
dependent and time-variant passenger demand, namely, asymmetry in passenger demand …
dependent and time-variant passenger demand, namely, asymmetry in passenger demand …
A literature review on train motion model calibration
A Cunillera, N Bešinović, RM Lentink… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The dynamics of a moving train are usually described by means of a motion model based on
Newton's second law. This model uses as input track geometry data and train characteristics …
Newton's second law. This model uses as input track geometry data and train characteristics …
Eco-driving for metro trains: A computationally efficient approach using convex programming
Eco-driving for trains has traditionally focused on minimizing mechanical energy
consumption at wheels, while completely ignoring traction chain losses that are rather …
consumption at wheels, while completely ignoring traction chain losses that are rather …
Safe reinforcement learning for single train trajectory optimization via shield SARSA
Z Zhao, J Xun, X Wen, J Chen - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The single train trajectory optimization, also known as speed profile optimization (SPO), is a
traditional problem to minimize the traction energy consumption of trains. As a kind of …
traditional problem to minimize the traction energy consumption of trains. As a kind of …
Dynamic scheduling, operation control and their integration in high-speed railways: A review of recent research
X Dai, H Zhao, S Yu, D Cui, Q Zhang… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Railway system performances depend on effective dynamic scheduling and train operation
control. The fast expansion and increasing complexity of high-speed railway (HSR) networks …
control. The fast expansion and increasing complexity of high-speed railway (HSR) networks …
An intelligent train operation method based on event-driven deep reinforcement learning
Train operation control in urban railways is challenging due to its high dynamics, complex
environment, and level of comfort and safety. To address these challenges, in this article, the …
environment, and level of comfort and safety. To address these challenges, in this article, the …
Eco-driving strategy optimization for high-speed railways considering dynamic traction system efficiency
M Feng, Y Huang, S Lu - IEEE Transactions on Transportation …, 2023 - ieeexplore.ieee.org
In modern high-speed railway (HSR) systems, some pivot components of the train traction
system conduct energy conversion with a certain efficiency. With different train operational …
system conduct energy conversion with a certain efficiency. With different train operational …
Optimal clustering-based operation of smart railway stations considering uncertainties of renewable energy sources and regenerative braking energies
The smart railway stations (SRSs), as prosumer microgrids, are considered active users in
smart grids. By utilizing regenerative braking energy (RBE) and renewable energy …
smart grids. By utilizing regenerative braking energy (RBE) and renewable energy …