Large-scale microscopic simulation of taxi services: Berlin and Barcelona case studies

The paper presents research on large-scale microscopic simulation of taxi services in Berlin and Barcelona based on floating car data collected by local taxi fleets. Firstly, Berlin's and Barcelona's taxi markets are shortly described and the demand and supply data obtained from FCD analys...

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Autores: Maciejewski, Michal, Salanova Grau, Josep Maria, Bischoff, Joschka, Estrada Romeu, Miguel Ángel|||0000-0002-5114-7796
Tipo de recurso: artículo
Fecha de publicación:2016
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:2117/88283
Acceso en línea:https://hdl.handle.net/2117/88283
https://dx.doi.org/10.1007/s12652-016-0366-3
Access Level:acceso abierto
Palabra clave:Taxicabs--Spain--Barcelona
Taxicabs--Germany--Berlin
Online taxi dispatching
Dynamic vehicle routing
Floating car data
Berlin
Barcelona
MATSim
Microscopic simulation
Taxis -- Catalunya -- Barcelona (Àrea metropolitana)
Taxis
Àrees temàtiques de la UPC::Enginyeria civil::Infraestructures i modelització dels transports::Transport urbà
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oai_identifier_str oai:upcommons.upc.edu:2117/88283
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spelling Large-scale microscopic simulation of taxi services: Berlin and Barcelona case studiesMaciejewski, MichalSalanova Grau, Josep MariaBischoff, JoschkaEstrada Romeu, Miguel Ángel|||0000-0002-5114-7796Taxicabs--Spain--BarcelonaTaxicabs--Germany--BerlinOnline taxi dispatchingDynamic vehicle routingFloating car dataBerlinBarcelonaMATSimMicroscopic simulationTaxis -- Catalunya -- Barcelona (Àrea metropolitana)TaxisÀrees temàtiques de la UPC::Enginyeria civil::Infraestructures i modelització dels transports::Transport urbàThe paper presents research on large-scale microscopic simulation of taxi services in Berlin and Barcelona based on floating car data collected by local taxi fleets. Firstly, Berlin's and Barcelona's taxi markets are shortly described and the demand and supply data obtained from FCD analysed. Secondly, the online taxi dispatching problem formulation for this specific case is given, followed by the definition of two real-time rule-based heuristics used to dispatch taxis dynamically within the simulation. Finally, the simulation setup in MATSim is described, and the results obtained with both heuristics are analysed and compared in terms of dispatching performance, proving the effectiveness of the second strategy at different demand and supply scales. This paper is an extended version of Maciejewski and Bischoff 2015, where only the Berlin case study was presented.Peer ReviewedSpringer20162016-06-0120162016-06-23journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2117/88283https://dx.doi.org/10.1007/s12652-016-0366-3reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)Inglésengopen accesshttp://purl.org/coar/access_right/c_abf2http://creativecommons.org/licenses/by-nc-nd/3.0/es/info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/882832026-05-27T15:37:01Z
dc.title.none.fl_str_mv Large-scale microscopic simulation of taxi services: Berlin and Barcelona case studies
title Large-scale microscopic simulation of taxi services: Berlin and Barcelona case studies
spellingShingle Large-scale microscopic simulation of taxi services: Berlin and Barcelona case studies
Maciejewski, Michal
Taxicabs--Spain--Barcelona
Taxicabs--Germany--Berlin
Online taxi dispatching
Dynamic vehicle routing
Floating car data
Berlin
Barcelona
MATSim
Microscopic simulation
Taxis -- Catalunya -- Barcelona (Àrea metropolitana)
Taxis
Àrees temàtiques de la UPC::Enginyeria civil::Infraestructures i modelització dels transports::Transport urbà
title_short Large-scale microscopic simulation of taxi services: Berlin and Barcelona case studies
title_full Large-scale microscopic simulation of taxi services: Berlin and Barcelona case studies
title_fullStr Large-scale microscopic simulation of taxi services: Berlin and Barcelona case studies
title_full_unstemmed Large-scale microscopic simulation of taxi services: Berlin and Barcelona case studies
title_sort Large-scale microscopic simulation of taxi services: Berlin and Barcelona case studies
dc.creator.none.fl_str_mv Maciejewski, Michal
Salanova Grau, Josep Maria
Bischoff, Joschka
Estrada Romeu, Miguel Ángel|||0000-0002-5114-7796
author Maciejewski, Michal
author_facet Maciejewski, Michal
Salanova Grau, Josep Maria
Bischoff, Joschka
Estrada Romeu, Miguel Ángel|||0000-0002-5114-7796
author_role author
author2 Salanova Grau, Josep Maria
Bischoff, Joschka
Estrada Romeu, Miguel Ángel|||0000-0002-5114-7796
author2_role author
author
author
dc.subject.none.fl_str_mv Taxicabs--Spain--Barcelona
Taxicabs--Germany--Berlin
Online taxi dispatching
Dynamic vehicle routing
Floating car data
Berlin
Barcelona
MATSim
Microscopic simulation
Taxis -- Catalunya -- Barcelona (Àrea metropolitana)
Taxis
Àrees temàtiques de la UPC::Enginyeria civil::Infraestructures i modelització dels transports::Transport urbà
topic Taxicabs--Spain--Barcelona
Taxicabs--Germany--Berlin
Online taxi dispatching
Dynamic vehicle routing
Floating car data
Berlin
Barcelona
MATSim
Microscopic simulation
Taxis -- Catalunya -- Barcelona (Àrea metropolitana)
Taxis
Àrees temàtiques de la UPC::Enginyeria civil::Infraestructures i modelització dels transports::Transport urbà
description The paper presents research on large-scale microscopic simulation of taxi services in Berlin and Barcelona based on floating car data collected by local taxi fleets. Firstly, Berlin's and Barcelona's taxi markets are shortly described and the demand and supply data obtained from FCD analysed. Secondly, the online taxi dispatching problem formulation for this specific case is given, followed by the definition of two real-time rule-based heuristics used to dispatch taxis dynamically within the simulation. Finally, the simulation setup in MATSim is described, and the results obtained with both heuristics are analysed and compared in terms of dispatching performance, proving the effectiveness of the second strategy at different demand and supply scales. This paper is an extended version of Maciejewski and Bischoff 2015, where only the Berlin case study was presented.
publishDate 2016
dc.date.none.fl_str_mv 2016
2016-06-01
2016
2016-06-23
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/2117/88283
https://dx.doi.org/10.1007/s12652-016-0366-3
url https://hdl.handle.net/2117/88283
https://dx.doi.org/10.1007/s12652-016-0366-3
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2

http://creativecommons.org/licenses/by-nc-nd/3.0/es/
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

http://creativecommons.org/licenses/by-nc-nd/3.0/es/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
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 15.301629

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