An approach based on simulation and optimisation for the intermodal dispatching of public transport and ride-pooling services

This paper provides a simulation and optimisation-based system to combine public transport (PT) with ride-pooling services (RP). According to the International Transport Forum (ITF), the RP could be established as a feeder of PT and included as the first or last leg of the journey with the option of...

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Detalles Bibliográficos
Autores: Lorente García, Ester, Codina Sancho, Esteve|||0000-0002-9431-6158, Barceló Bugeda, Jaime|||0000-0001-6195-6434, Nökel, Klaus
Tipo de recurso: artículo
Fecha de publicación:2023
País:España
Institución:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/387471
Acceso en línea:https://hdl.handle.net/2117/387471
https://dx.doi.org/10.3390/app13063803
Access Level:acceso abierto
Palabra clave:Multivariate analysis
Urban transportation
Intermodal dispatching
Ride pooling
Public transportation
Anàlisi multivariable
Classificació AMS::62 Statistics::62H Multivariate analysis
Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica::Anàlisi multivariant
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repository_id_str
spelling An approach based on simulation and optimisation for the intermodal dispatching of public transport and ride-pooling servicesLorente García, EsterCodina Sancho, Esteve|||0000-0002-9431-6158Barceló Bugeda, Jaime|||0000-0001-6195-6434Nökel, KlausMultivariate analysisUrban transportationIntermodal dispatchingRide poolingPublic transportationAnàlisi multivariableClassificació AMS::62 Statistics::62H Multivariate analysisÀrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica::Anàlisi multivariantThis paper provides a simulation and optimisation-based system to combine public transport (PT) with ride-pooling services (RP). According to the International Transport Forum (ITF), the RP could be established as a feeder of PT and included as the first or last leg of the journey with the option of transferring to/from PT in between. The system contains a dispatching core that uses an optimisation model with heuristic parameters to quickly analyse the potential permutations for each request. This topic is frequently based on simplistic modelling in the literature, and it has not been extensively tested in major urban regions. The whole metropolitan region of Barcelona is employed in this study, with a large realistic simulation model encompassing a 20 × 15 km area with a PT network of about 3000 stations and 300 route lines and nearly 114,000 traffic links. This enables for a more accurate evaluation of system performance and trip quality computation.This research was funded by an Industrial PhD by the Generalitat de Catalunya and the company PTV-AG under Grant DI-071 2019; and a research project of the Spanish R+D Programs under Grant PID2020-112967GB-C31.Peer Reviewed20232023-03-1620232023-05-16journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2117/387471https://dx.doi.org/10.3390/app13063803reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)InglésengAgencia Estatal de Investigación http://doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020 PID2020-112967GB-C31 INTEGRACION DE MODELOS DE OPTIMIZACION Y APRENDIZAJE ARTIFICIAL PARA PLANIFICACION Y GESTION DE SISTEMAS DE TRANSPORTE FERROVIARIO Y MOVILIDAD URBANAopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/3874712026-05-27T15:37:01Z
dc.title.none.fl_str_mv An approach based on simulation and optimisation for the intermodal dispatching of public transport and ride-pooling services
title An approach based on simulation and optimisation for the intermodal dispatching of public transport and ride-pooling services
spellingShingle An approach based on simulation and optimisation for the intermodal dispatching of public transport and ride-pooling services
Lorente García, Ester
Multivariate analysis
Urban transportation
Intermodal dispatching
Ride pooling
Public transportation
Anàlisi multivariable
Classificació AMS::62 Statistics::62H Multivariate analysis
Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica::Anàlisi multivariant
title_short An approach based on simulation and optimisation for the intermodal dispatching of public transport and ride-pooling services
title_full An approach based on simulation and optimisation for the intermodal dispatching of public transport and ride-pooling services
title_fullStr An approach based on simulation and optimisation for the intermodal dispatching of public transport and ride-pooling services
title_full_unstemmed An approach based on simulation and optimisation for the intermodal dispatching of public transport and ride-pooling services
title_sort An approach based on simulation and optimisation for the intermodal dispatching of public transport and ride-pooling services
dc.creator.none.fl_str_mv Lorente García, Ester
Codina Sancho, Esteve|||0000-0002-9431-6158
Barceló Bugeda, Jaime|||0000-0001-6195-6434
Nökel, Klaus
author Lorente García, Ester
author_facet Lorente García, Ester
Codina Sancho, Esteve|||0000-0002-9431-6158
Barceló Bugeda, Jaime|||0000-0001-6195-6434
Nökel, Klaus
author_role author
author2 Codina Sancho, Esteve|||0000-0002-9431-6158
Barceló Bugeda, Jaime|||0000-0001-6195-6434
Nökel, Klaus
author2_role author
author
author
dc.subject.none.fl_str_mv Multivariate analysis
Urban transportation
Intermodal dispatching
Ride pooling
Public transportation
Anàlisi multivariable
Classificació AMS::62 Statistics::62H Multivariate analysis
Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica::Anàlisi multivariant
topic Multivariate analysis
Urban transportation
Intermodal dispatching
Ride pooling
Public transportation
Anàlisi multivariable
Classificació AMS::62 Statistics::62H Multivariate analysis
Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica::Anàlisi multivariant
description This paper provides a simulation and optimisation-based system to combine public transport (PT) with ride-pooling services (RP). According to the International Transport Forum (ITF), the RP could be established as a feeder of PT and included as the first or last leg of the journey with the option of transferring to/from PT in between. The system contains a dispatching core that uses an optimisation model with heuristic parameters to quickly analyse the potential permutations for each request. This topic is frequently based on simplistic modelling in the literature, and it has not been extensively tested in major urban regions. The whole metropolitan region of Barcelona is employed in this study, with a large realistic simulation model encompassing a 20 × 15 km area with a PT network of about 3000 stations and 300 route lines and nearly 114,000 traffic links. This enables for a more accurate evaluation of system performance and trip quality computation.
publishDate 2023
dc.date.none.fl_str_mv 2023
2023-03-16
2023
2023-05-16
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
VoR
http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://hdl.handle.net/2117/387471
https://dx.doi.org/10.3390/app13063803
url https://hdl.handle.net/2117/387471
https://dx.doi.org/10.3390/app13063803
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv Agencia Estatal de Investigación http://doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020 PID2020-112967GB-C31 INTEGRACION DE MODELOS DE OPTIMIZACION Y APRENDIZAJE ARTIFICIAL PARA PLANIFICACION Y GESTION DE SISTEMAS DE TRANSPORTE FERROVIARIO Y MOVILIDAD URBANA
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:UPCommons. Portal del coneixement obert de la UPC
instname:Universitat Politècnica de Catalunya (UPC)
instname_str Universitat Politècnica de Catalunya (UPC)
reponame_str UPCommons. Portal del coneixement obert de la UPC
collection UPCommons. Portal del coneixement obert de la UPC
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,301603

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