Towards the Internet of smart trains: A review on industrial IoT-connected railways

P Fraga-Lamas, TM Fernández-Caramés, L Castedo - Sensors, 2017 - mdpi.com
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 …

Integrated stochastic optimization approaches for tactical scheduling of trains and railway infrastructure maintenance

A D'Ariano, L Meng, G Centulio, F Corman - Computers & Industrial …, 2019 - Elsevier
This work addresses a tactical railway traffic scheduling problem focused on the optimization
of train sequencing and routing decisions and timing decisions related to short-term …

Multi-agent deep reinforcement learning for adaptive coordinated metro service operations with flexible train composition

C Ying, AHF Chow, HTM Nguyen, KS Chin - Transportation Research Part …, 2022 - Elsevier
This paper presents an adaptive control system for coordinated metro operations with
flexible train composition by using a multi-agent deep reinforcement learning (MADRL) …

A rolling horizon approach to the high speed train rescheduling problem in case of a partial segment blockage

S Zhan, LG Kroon, J Zhao, Q Peng - Transportation Research Part E …, 2016 - Elsevier
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 …