Agent-Based Modeling of Traffic Systems Using Modelica

A microsimulation model of traffic described using the Modelica language in combination with the Modelica libraries developed by the authors, ABMLib and CellularAutomataLib2, is presented. Modelica facilitates the description of equation-based models using the physical modeling paradigm, and its com...

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Detalles Bibliográficos
Autores: Sanz Prat, Víctorino, Urquía Moraleda, Alfonso
Tipo de recurso: artículo
Fecha de publicación:2022
País:España
Institución:Universidad Nacional de Educación a Distancia
Repositorio:e-spacio. Repositorio Institucional de la UNED
Idioma:inglés
OAI Identifier:oai:e-spacio.uned.es:20.500.14468/12268
Acceso en línea:https://hdl.handle.net/20.500.14468/12268
Access Level:acceso abierto
Palabra clave:Traffic control
Europe
Agent-based modeling
Mathematical models
Libraries
Behavioral sciences
Road traffic
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spelling Agent-Based Modeling of Traffic Systems Using ModelicaSanz Prat, VíctorinoUrquía Moraleda, AlfonsoTraffic controlEuropeAgent-based modelingMathematical modelsLibrariesBehavioral sciencesRoad trafficA microsimulation model of traffic described using the Modelica language in combination with the Modelica libraries developed by the authors, ABMLib and CellularAutomataLib2, is presented. Modelica facilitates the description of equation-based models using the physical modeling paradigm, and its combination with the discrete-event and agent-based modeling functionality of the developed libraries constitutes a powerful and versatile tool. The functionality of ABMLib is extended to facilitate the description of individual agent behavior as a combination of equation-based and discrete-event models. In this way, vehicle dynamics and fuel consumption are modeled using equations, while driver behavior is described using an agent-based model. Vehicles move along the road, which is described as a combination of interconnected segments that constitute the environment for the agents. A cellular automaton is used to model the CO2 emissions of vehicles to the environment. A model that represents two consecutive road segments with a semaphore between them is used to illustrate the provided functionality.IEEEe-Spacio UNED20242024-05-2020222022-12-0120222022-12-01journal articlehttp://purl.org/coar/resource_type/c_6501info:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/20.500.14468/12268reponame:e-spacio. Repositorio Institucional de la UNEDinstname:Universidad Nacional de Educación a DistanciaInglésengopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-nd/4.0/deed.esoai:e-spacio.uned.es:20.500.14468/122682026-06-06T12:38:31Z
dc.title.none.fl_str_mv Agent-Based Modeling of Traffic Systems Using Modelica
title Agent-Based Modeling of Traffic Systems Using Modelica
spellingShingle Agent-Based Modeling of Traffic Systems Using Modelica
Sanz Prat, Víctorino
Traffic control
Europe
Agent-based modeling
Mathematical models
Libraries
Behavioral sciences
Road traffic
title_short Agent-Based Modeling of Traffic Systems Using Modelica
title_full Agent-Based Modeling of Traffic Systems Using Modelica
title_fullStr Agent-Based Modeling of Traffic Systems Using Modelica
title_full_unstemmed Agent-Based Modeling of Traffic Systems Using Modelica
title_sort Agent-Based Modeling of Traffic Systems Using Modelica
dc.creator.none.fl_str_mv Sanz Prat, Víctorino
Urquía Moraleda, Alfonso
author Sanz Prat, Víctorino
author_facet Sanz Prat, Víctorino
Urquía Moraleda, Alfonso
author_role author
author2 Urquía Moraleda, Alfonso
author2_role author
dc.contributor.none.fl_str_mv e-Spacio UNED
dc.subject.none.fl_str_mv Traffic control
Europe
Agent-based modeling
Mathematical models
Libraries
Behavioral sciences
Road traffic
topic Traffic control
Europe
Agent-based modeling
Mathematical models
Libraries
Behavioral sciences
Road traffic
description A microsimulation model of traffic described using the Modelica language in combination with the Modelica libraries developed by the authors, ABMLib and CellularAutomataLib2, is presented. Modelica facilitates the description of equation-based models using the physical modeling paradigm, and its combination with the discrete-event and agent-based modeling functionality of the developed libraries constitutes a powerful and versatile tool. The functionality of ABMLib is extended to facilitate the description of individual agent behavior as a combination of equation-based and discrete-event models. In this way, vehicle dynamics and fuel consumption are modeled using equations, while driver behavior is described using an agent-based model. Vehicles move along the road, which is described as a combination of interconnected segments that constitute the environment for the agents. A cellular automaton is used to model the CO2 emissions of vehicles to the environment. A model that represents two consecutive road segments with a semaphore between them is used to illustrate the provided functionality.
publishDate 2022
dc.date.none.fl_str_mv 2022
2022-12-01
2022
2022-12-01
2024
2024-05-20
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://hdl.handle.net/20.500.14468/12268
url https://hdl.handle.net/20.500.14468/12268
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
info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-nd/4.0/deed.es
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
https://creativecommons.org/licenses/by-nc-nd/4.0/deed.es
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv IEEE
publisher.none.fl_str_mv IEEE
dc.source.none.fl_str_mv reponame:e-spacio. Repositorio Institucional de la UNED
instname:Universidad Nacional de Educación a Distancia
instname_str Universidad Nacional de Educación a Distancia
reponame_str e-spacio. Repositorio Institucional de la UNED
collection e-spacio. Repositorio Institucional de la UNED
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15.811543

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