Publicación: Agent-Based Modeling of Traffic Systems Using Modelica
dc.contributor.author | Sanz Prat, Víctorino | |
dc.contributor.author | Urquía Moraleda, Alfonso | |
dc.date.accessioned | 2024-05-20T11:35:21Z | |
dc.date.available | 2024-05-20T11:35:21Z | |
dc.date.issued | 2022-12 | |
dc.description.abstract | 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. | en |
dc.description.version | versión final | |
dc.identifier.doi | 10.1109/MCSE.2023.3267327 | |
dc.identifier.issn | 1558-366X | |
dc.identifier.uri | https://hdl.handle.net/20.500.14468/12268 | |
dc.journal.issue | 4 | |
dc.journal.title | Computing in Science & Engineering | |
dc.journal.volume | 26 | |
dc.language.iso | en | |
dc.publisher | IEEE | |
dc.relation.center | E.T.S. de Ingeniería Informática | |
dc.relation.department | Informática y Automática | |
dc.rights | Atribución-NoComercial-SinDerivadas 4.0 Internacional | |
dc.rights | info:eu-repo/semantics/openAccess | |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0 | |
dc.subject.keywords | Traffic control | |
dc.subject.keywords | Europe | |
dc.subject.keywords | Agent-based modeling | |
dc.subject.keywords | Mathematical models | |
dc.subject.keywords | Libraries | |
dc.subject.keywords | Behavioral sciences | |
dc.subject.keywords | Road traffic | |
dc.title | Agent-Based Modeling of Traffic Systems Using Modelica | es |
dc.type | artículo | es |
dc.type | journal article | en |
dspace.entity.type | Publication | |
relation.isAuthorOfPublication | f10a904e-0e0f-40b7-a520-ba235227425f | |
relation.isAuthorOfPublication | 7a2858d4-5c0c-4bd3-b625-d84da88ef395 | |
relation.isAuthorOfPublication.latestForDiscovery | f10a904e-0e0f-40b7-a520-ba235227425f |
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