An Integrated Model of Train Re-Scheduling and Control for High-Speed Railway

The goal of train re-scheduling is redesigning the time when trains arrive at and depart from stations of a railway section, and train control problem refers to determining the operating mode for a train in a railway section. It is quite necessary to study the two problems together, and they can be...

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Autores principales: Xuelei Meng, Yahui Wang, Li Lin, Lei Li, Limin Jia
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Lenguaje:EN
Publicado: MDPI AG 2021
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spelling oai:doaj.org-article:fe0792745ef34b8e97268909beaa59fc2021-11-11T19:36:52ZAn Integrated Model of Train Re-Scheduling and Control for High-Speed Railway10.3390/su1321119332071-1050https://doaj.org/article/fe0792745ef34b8e97268909beaa59fc2021-10-01T00:00:00Zhttps://www.mdpi.com/2071-1050/13/21/11933https://doaj.org/toc/2071-1050The goal of train re-scheduling is redesigning the time when trains arrive at and depart from stations of a railway section, and train control problem refers to determining the operating mode for a train in a railway section. It is quite necessary to study the two problems together, and they can be viewed as a theory base for self-driving study. We build a novel model to deal with train re-scheduling and train control problem synthetically. The approach is divided into two stages. The first stage is train re-scheduling, determining the arrival and departure time for trains. Depending on the arrival and departure time, the train running time can be calculated and it is set to be the constraint of the train control model. The destination of the second stage model is to save tracking energy in train operation process, determining the traction plan in each segment of a section between two stations. We also design a quantum-inspired particle swarm optimization algorithm to solve the integrated model. A computation case is presented to prove the availability of the approach. It can generate the re-scheduled timetable and train control plan synthetically with the approach presented in this paper. The main contribution of this paper is to propose a novel approach to solve train re-scheduling problem and train control problem synthetically. It can also provide supporting information for both the dispatchers and the train drivers to improve the on schedule rate and reduce the energy consumption. Furthermore, it may provide some valuable reference for the realization of automatic train driving.Xuelei MengYahui WangLi LinLei LiLimin JiaMDPI AGarticletrain reschedulingtrain controlintegrated modelhigh-speed railwayEnvironmental effects of industries and plantsTD194-195Renewable energy sourcesTJ807-830Environmental sciencesGE1-350ENSustainability, Vol 13, Iss 11933, p 11933 (2021)
institution DOAJ
collection DOAJ
language EN
topic train rescheduling
train control
integrated model
high-speed railway
Environmental effects of industries and plants
TD194-195
Renewable energy sources
TJ807-830
Environmental sciences
GE1-350
spellingShingle train rescheduling
train control
integrated model
high-speed railway
Environmental effects of industries and plants
TD194-195
Renewable energy sources
TJ807-830
Environmental sciences
GE1-350
Xuelei Meng
Yahui Wang
Li Lin
Lei Li
Limin Jia
An Integrated Model of Train Re-Scheduling and Control for High-Speed Railway
description The goal of train re-scheduling is redesigning the time when trains arrive at and depart from stations of a railway section, and train control problem refers to determining the operating mode for a train in a railway section. It is quite necessary to study the two problems together, and they can be viewed as a theory base for self-driving study. We build a novel model to deal with train re-scheduling and train control problem synthetically. The approach is divided into two stages. The first stage is train re-scheduling, determining the arrival and departure time for trains. Depending on the arrival and departure time, the train running time can be calculated and it is set to be the constraint of the train control model. The destination of the second stage model is to save tracking energy in train operation process, determining the traction plan in each segment of a section between two stations. We also design a quantum-inspired particle swarm optimization algorithm to solve the integrated model. A computation case is presented to prove the availability of the approach. It can generate the re-scheduled timetable and train control plan synthetically with the approach presented in this paper. The main contribution of this paper is to propose a novel approach to solve train re-scheduling problem and train control problem synthetically. It can also provide supporting information for both the dispatchers and the train drivers to improve the on schedule rate and reduce the energy consumption. Furthermore, it may provide some valuable reference for the realization of automatic train driving.
format article
author Xuelei Meng
Yahui Wang
Li Lin
Lei Li
Limin Jia
author_facet Xuelei Meng
Yahui Wang
Li Lin
Lei Li
Limin Jia
author_sort Xuelei Meng
title An Integrated Model of Train Re-Scheduling and Control for High-Speed Railway
title_short An Integrated Model of Train Re-Scheduling and Control for High-Speed Railway
title_full An Integrated Model of Train Re-Scheduling and Control for High-Speed Railway
title_fullStr An Integrated Model of Train Re-Scheduling and Control for High-Speed Railway
title_full_unstemmed An Integrated Model of Train Re-Scheduling and Control for High-Speed Railway
title_sort integrated model of train re-scheduling and control for high-speed railway
publisher MDPI AG
publishDate 2021
url https://doaj.org/article/fe0792745ef34b8e97268909beaa59fc
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