Review of energy-efficient train control and timetabling

GM Scheepmaker, RMP Goverde, LG Kroon - European Journal of …, 2017 - Elsevier
The energy consumption of trains is highly efficient due to the low friction between steel
wheels and rails, although the efficiency is also influenced largely by the driving strategy …

Research and development of automatic train operation for railway transportation systems: A survey

J Yin, T Tang, L Yang, J Xun, Y Huang, Z Gao - … Research Part C: Emerging …, 2017 - Elsevier
With the rapid development of communication, control and computer technologies in the last
several decades, automatic train operation (ATO), for which the driver no longer has to …

Trajectory optimization for high-speed trains via a mixed integer linear programming approach

Y Cao, Z Zhang, F Cheng, S Su - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper proposes a trajectory optimization approach for high-speed trains to reduce
traction energy consumption and increase riding comfort. Besides, the proposed approach …

An energy-efficient train operation approach by integrating the metro timetabling and eco-driving

S Su, X Wang, Y Cao, J Yin - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Energy-efficient train operation is regarded as an effective way to reduce the operational
cost and carbon emissions in metro systems. Reduction of the traction energy and …

The key principles of optimal train control—Part 1: Formulation of the model, strategies of optimal type, evolutionary lines, location of optimal switching points

A Albrecht, P Howlett, P Pudney, X Vu… - … Research Part B …, 2016 - Elsevier
We discuss the problem of finding an energy-efficient driving strategy for a train journey on
an undulating track with steep grades subject to a maximum prescribed journey time. We …

Energy-efficient metro train rescheduling with uncertain time-variant passenger demands: An approximate dynamic programming approach

J Yin, T Tang, L Yang, Z Gao, B Ran - Transportation Research Part B …, 2016 - Elsevier
In a heavily congested metro line, unexpected disturbances often occur to cause the delay of
the traveling passengers, infeasibility of the current timetable and reduction of the …

A DQN-based intelligent control method for heavy haul trains on long steep downhill section

W Liu, S Su, T Tang, X Wang - Transportation Research Part C: Emerging …, 2021 - Elsevier
The cyclic air braking strategy on the long and steep downhill section is one of the biggest
challenges for heavy haul railway lines in China. To deal with this problem, this paper …

An integrated energy-efficient train operation approach based on the space-time-speed network methodology

X Wang, T Tang, S Su, J Yin, Z Gao, N Lv - Transportation Research Part E …, 2021 - Elsevier
Reduction on the traction energy and increasing of the reused regenerative energy are two
main ways for saving energy in metro systems, which are related to the driving strategy as …

An eco-driving algorithm for trains through distributing energy: A Q-Learning approach

Q Zhu, S Su, T Tang, W Liu, Z Zhang, Q Tian - ISA transactions, 2022 - Elsevier
The energy-efficient train operation methodology is the focus of this paper, and a Q-Learning-
based eco-driving approach is proposed. Firstly, the core idea of energy-distribution-based …

Multiple-phase train trajectory optimization with signalling and operational constraints

P Wang, RMP Goverde - Transportation Research Part C: Emerging …, 2016 - Elsevier
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 …