Cargando…

An optimization model of tram timetables considering various signal priority strategies

Modern trams generally operate in a semi-independent Right Of Way that intersects with social vehicles at junctions. Typically, there are two signal priority strategies at junctions: active signal priority strategy and no-signal priority strategy. The active signal priority strategy is applied to im...

Descripción completa

Detalles Bibliográficos
Autores principales: He, Jing, Xu, Yuting, Li, Yanhuan, Yang, Jian, Long, Sihui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9532400/
https://www.ncbi.nlm.nih.gov/pubmed/36195646
http://dx.doi.org/10.1038/s41598-022-19762-9
_version_ 1784802107607482368
author He, Jing
Xu, Yuting
Li, Yanhuan
Yang, Jian
Long, Sihui
author_facet He, Jing
Xu, Yuting
Li, Yanhuan
Yang, Jian
Long, Sihui
author_sort He, Jing
collection PubMed
description Modern trams generally operate in a semi-independent Right Of Way that intersects with social vehicles at junctions. Typically, there are two signal priority strategies at junctions: active signal priority strategy and no-signal priority strategy. The active signal priority strategy is applied to improve the efficiency of the tram. However, it inevitably causes delays to social vehicles. The no-signal priority strategy could reduce the influence on social vehicles, but it will increase the tram travel time. Therefore, we develop a Mixed-Integer Linear Programming model to optimize the tram timetable and consider various signal priority strategies. In the model, the signal priority strategies of the tram are a set of decision variables that consider the traffic flow of social vehicles rather than fixed input parameters. The model considers minimizing the overall travel time of the tram and the negative utility of signal priority strategies. A numerical experiment is conducted to demonstrate the validity of the proposed model. The experimental results show that the proposed method can optimize the tram timetable and maximize the overall benefits of the junction. Moreover, we compare the experimental results of the proposed method with the approach of fixing the signal priority strategy for the tram at junctions. On the one hand, our proposed method can improve the operational efficiency of trams, i.e., the travel time decreases by 16.60%. On the other hand, the negative utility of signal priority for the comprehensive scheme proposed in this work reduces by 39.45%.
format Online
Article
Text
id pubmed-9532400
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-95324002022-10-06 An optimization model of tram timetables considering various signal priority strategies He, Jing Xu, Yuting Li, Yanhuan Yang, Jian Long, Sihui Sci Rep Article Modern trams generally operate in a semi-independent Right Of Way that intersects with social vehicles at junctions. Typically, there are two signal priority strategies at junctions: active signal priority strategy and no-signal priority strategy. The active signal priority strategy is applied to improve the efficiency of the tram. However, it inevitably causes delays to social vehicles. The no-signal priority strategy could reduce the influence on social vehicles, but it will increase the tram travel time. Therefore, we develop a Mixed-Integer Linear Programming model to optimize the tram timetable and consider various signal priority strategies. In the model, the signal priority strategies of the tram are a set of decision variables that consider the traffic flow of social vehicles rather than fixed input parameters. The model considers minimizing the overall travel time of the tram and the negative utility of signal priority strategies. A numerical experiment is conducted to demonstrate the validity of the proposed model. The experimental results show that the proposed method can optimize the tram timetable and maximize the overall benefits of the junction. Moreover, we compare the experimental results of the proposed method with the approach of fixing the signal priority strategy for the tram at junctions. On the one hand, our proposed method can improve the operational efficiency of trams, i.e., the travel time decreases by 16.60%. On the other hand, the negative utility of signal priority for the comprehensive scheme proposed in this work reduces by 39.45%. Nature Publishing Group UK 2022-10-04 /pmc/articles/PMC9532400/ /pubmed/36195646 http://dx.doi.org/10.1038/s41598-022-19762-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
He, Jing
Xu, Yuting
Li, Yanhuan
Yang, Jian
Long, Sihui
An optimization model of tram timetables considering various signal priority strategies
title An optimization model of tram timetables considering various signal priority strategies
title_full An optimization model of tram timetables considering various signal priority strategies
title_fullStr An optimization model of tram timetables considering various signal priority strategies
title_full_unstemmed An optimization model of tram timetables considering various signal priority strategies
title_short An optimization model of tram timetables considering various signal priority strategies
title_sort optimization model of tram timetables considering various signal priority strategies
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9532400/
https://www.ncbi.nlm.nih.gov/pubmed/36195646
http://dx.doi.org/10.1038/s41598-022-19762-9
work_keys_str_mv AT hejing anoptimizationmodeloftramtimetablesconsideringvarioussignalprioritystrategies
AT xuyuting anoptimizationmodeloftramtimetablesconsideringvarioussignalprioritystrategies
AT liyanhuan anoptimizationmodeloftramtimetablesconsideringvarioussignalprioritystrategies
AT yangjian anoptimizationmodeloftramtimetablesconsideringvarioussignalprioritystrategies
AT longsihui anoptimizationmodeloftramtimetablesconsideringvarioussignalprioritystrategies
AT hejing optimizationmodeloftramtimetablesconsideringvarioussignalprioritystrategies
AT xuyuting optimizationmodeloftramtimetablesconsideringvarioussignalprioritystrategies
AT liyanhuan optimizationmodeloftramtimetablesconsideringvarioussignalprioritystrategies
AT yangjian optimizationmodeloftramtimetablesconsideringvarioussignalprioritystrategies
AT longsihui optimizationmodeloftramtimetablesconsideringvarioussignalprioritystrategies