Assessing the emission impacts of autonomous vehicles on metropolitan freeways

Detalhes bibliográficos
Autor(a) principal: Tomás, Ricardo F.
Data de Publicação: 2019
Outros Autores: Fernandes, Paulo, Macedo, Eloísa, Bandeira, Jorge M., Coelho, Margarida C.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/27152
Resumo: While recent studies demonstrate the societal and economic benefits of driverless vehicles, little is known about the emission impacts of autonomous vehicles (AVs) in the context of mixed traffic. This paper explores the environmental impacts of AVs along an urban freeway corridor in a metropolitan area using Vehicle Specific Power (VSP) and EMEP/EEA emission methodologies paired with VISSIM traffic model. Three different AV penetration rates were implemented for through traffic along a freeway corridor in the city of Porto (Portugal) by considering long-term market predictions (10%, 20% and 30%). Afterwards, these scenarios were compared to current situation in terms of carbon dioxide, carbon monoxide, nitrogen oxides and hydrocarbon emissions, and travel time and stop-and-go situations. The emissions and traffic performance of each scenario were evaluated on three levels: a) overall study domain; b) corridor; c) impact of AVs on conventional vehicles (CVs). AVs yielded small savings in emissions in the overall study domain for automation levels below 30% (differences in traffic performance and emissions were not statistically significant). Corridor-level analysis showed decreases of 5% in emissions can be expected with AVs technology, but it penalizes travel time up to 13% for both AV and CV, when compared to the existing situation.
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spelling Assessing the emission impacts of autonomous vehicles on metropolitan freewaysAutonomous vehiclesMixed trafficFreeway corridorsEmissionsWhile recent studies demonstrate the societal and economic benefits of driverless vehicles, little is known about the emission impacts of autonomous vehicles (AVs) in the context of mixed traffic. This paper explores the environmental impacts of AVs along an urban freeway corridor in a metropolitan area using Vehicle Specific Power (VSP) and EMEP/EEA emission methodologies paired with VISSIM traffic model. Three different AV penetration rates were implemented for through traffic along a freeway corridor in the city of Porto (Portugal) by considering long-term market predictions (10%, 20% and 30%). Afterwards, these scenarios were compared to current situation in terms of carbon dioxide, carbon monoxide, nitrogen oxides and hydrocarbon emissions, and travel time and stop-and-go situations. The emissions and traffic performance of each scenario were evaluated on three levels: a) overall study domain; b) corridor; c) impact of AVs on conventional vehicles (CVs). AVs yielded small savings in emissions in the overall study domain for automation levels below 30% (differences in traffic performance and emissions were not statistically significant). Corridor-level analysis showed decreases of 5% in emissions can be expected with AVs technology, but it penalizes travel time up to 13% for both AV and CV, when compared to the existing situation.Elsevier2019-12-11T16:34:50Z2020-01-01T00:00:00Z2020info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/27152eng2352-146510.1016/j.trpro.2020.03.139Tomás, Ricardo F.Fernandes, PauloMacedo, EloísaBandeira, Jorge M.Coelho, Margarida C.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-22T11:52:33Zoai:ria.ua.pt:10773/27152Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T02:59:58.908005Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Assessing the emission impacts of autonomous vehicles on metropolitan freeways
title Assessing the emission impacts of autonomous vehicles on metropolitan freeways
spellingShingle Assessing the emission impacts of autonomous vehicles on metropolitan freeways
Tomás, Ricardo F.
Autonomous vehicles
Mixed traffic
Freeway corridors
Emissions
title_short Assessing the emission impacts of autonomous vehicles on metropolitan freeways
title_full Assessing the emission impacts of autonomous vehicles on metropolitan freeways
title_fullStr Assessing the emission impacts of autonomous vehicles on metropolitan freeways
title_full_unstemmed Assessing the emission impacts of autonomous vehicles on metropolitan freeways
title_sort Assessing the emission impacts of autonomous vehicles on metropolitan freeways
author Tomás, Ricardo F.
author_facet Tomás, Ricardo F.
Fernandes, Paulo
Macedo, Eloísa
Bandeira, Jorge M.
Coelho, Margarida C.
author_role author
author2 Fernandes, Paulo
Macedo, Eloísa
Bandeira, Jorge M.
Coelho, Margarida C.
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Tomás, Ricardo F.
Fernandes, Paulo
Macedo, Eloísa
Bandeira, Jorge M.
Coelho, Margarida C.
dc.subject.por.fl_str_mv Autonomous vehicles
Mixed traffic
Freeway corridors
Emissions
topic Autonomous vehicles
Mixed traffic
Freeway corridors
Emissions
description While recent studies demonstrate the societal and economic benefits of driverless vehicles, little is known about the emission impacts of autonomous vehicles (AVs) in the context of mixed traffic. This paper explores the environmental impacts of AVs along an urban freeway corridor in a metropolitan area using Vehicle Specific Power (VSP) and EMEP/EEA emission methodologies paired with VISSIM traffic model. Three different AV penetration rates were implemented for through traffic along a freeway corridor in the city of Porto (Portugal) by considering long-term market predictions (10%, 20% and 30%). Afterwards, these scenarios were compared to current situation in terms of carbon dioxide, carbon monoxide, nitrogen oxides and hydrocarbon emissions, and travel time and stop-and-go situations. The emissions and traffic performance of each scenario were evaluated on three levels: a) overall study domain; b) corridor; c) impact of AVs on conventional vehicles (CVs). AVs yielded small savings in emissions in the overall study domain for automation levels below 30% (differences in traffic performance and emissions were not statistically significant). Corridor-level analysis showed decreases of 5% in emissions can be expected with AVs technology, but it penalizes travel time up to 13% for both AV and CV, when compared to the existing situation.
publishDate 2019
dc.date.none.fl_str_mv 2019-12-11T16:34:50Z
2020-01-01T00:00:00Z
2020
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10773/27152
url http://hdl.handle.net/10773/27152
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2352-1465
10.1016/j.trpro.2020.03.139
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dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
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