Energy-Saving Metro Train Timetable Rescheduling Model Considering ATO Profiles and Dynamic Passenger Flow
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2019.2906483
Abstract: For metro systems in over-crowded conditions, when an unexpected disturbance occurs, the operation of trains might be disturbed due to the high frequency and density of the metro traffic. A large number of passengers might… read more here.
Keywords: ato profiles; model; energy; train timetable ... See more keywords
Reinforcement Learning for Scalable Train Timetable Rescheduling With Graph Representation
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DOI: 10.1109/tits.2023.3344468
Abstract: Train timetable rescheduling (TTR) aims to promptly restore the original operation of trains after unexpected disturbances or disruptions. Currently, this work is still done manually by train dispatchers, which is challenging to maintain performance under… read more here.
Keywords: timetable rescheduling; train timetable; decision model; reinforcement learning ... See more keywords
Deep Reinforcement Learning for Integration of Train Trajectory Optimization and Timetable Rescheduling Under Disturbances
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2024.3357494
Abstract: High-speed trains are susceptible to unexpected events such as strong winds and equipment failures, which can result in deviations from the scheduled timetable. As the density of traffic increases, these delays can quickly spread to… read more here.
Keywords: timetable rescheduling; train; trajectory optimization; train trajectory ... See more keywords
Code and Data Repository for Real-Time Rolling Stock and Timetable Rescheduling in Urban Rail Transit Systems
Sign Up to like & getrecommendations! Published in 2025 at "INFORMS Journal on Computing"
DOI: 10.1287/ijoc.2023.0391.cd
Abstract: This repository includes the data set, computational results, additional materials and source codes (with no conflict of interest) for the experiments presented in the paper "Real-Time Rolling Stock and Timetable Rescheduling in Urban Rail Transit… read more here.
Keywords: real time; timetable rescheduling; stock timetable; rescheduling urban ... See more keywords