Urban Traffic Flow Mapping of an Andean Capital: Quito, Ecuador
Several efforts have been devoted to developing sustainable cities to address global environmental challenges and the growth of urban areas. In particular, transportation has various issues such as air pollution, noise, and traffic, which have to be addressed by collecting significant information of...
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doaj-50fe6078e048460695b9b8e613f5e6252021-03-30T03:40:42ZengIEEEIEEE Access2169-35362020-01-01819545919547110.1109/ACCESS.2020.30335189239278Urban Traffic Flow Mapping of an Andean Capital: Quito, EcuadorMario Salvador Gonzalez-Rodriguez0https://orcid.org/0000-0002-0204-5662Jean-Michel Clairand1https://orcid.org/0000-0001-6448-4401Kevin Soto-Espinosa2Josue Jaramillo-Fuelantala3Guillermo Escriva-Escriva4https://orcid.org/0000-0002-3202-4571Facultad de Ingeniería y Ciencias Aplicadas, Universidad de las Américas, Quito, EcuadorFacultad de Ingeniería y Ciencias Aplicadas, Universidad de las Américas, Quito, EcuadorFacultad de Ingeniería y Ciencias Aplicadas, Universidad de las Américas, Quito, EcuadorFacultad de Ingeniería y Ciencias Aplicadas, Universidad de las Américas, Quito, EcuadorInstitute for Energy Engineering, Universitat Politècnica de València, Valencia, SpainSeveral efforts have been devoted to developing sustainable cities to address global environmental challenges and the growth of urban areas. In particular, transportation has various issues such as air pollution, noise, and traffic, which have to be addressed by collecting significant information of the traffic and road conditions of the cities. Automating the data extraction process and street network construction will allow building more useful models to study traffic behavior. This work presents a network modeling approach to identify interest points (extreme and internal) of the city, through a winner-takes-all edge trimming, and mapping the traffic flow between them. Such points can be considered as entries of an Origin-Destination matrix, where such information can be used to model traffic behavior between interest points. The case study of Quito, Ecuador is considered. Besides, to address environmental issues, this paper encourages the replacement of internal combustion taxis with electric vehicles. From the understanding of the vehicle traffic behavior, a pre-feasibility siting of electric taxi (ET) charging stations was carried out. The results will allow performing the sizing of each charging station considering electric power network constraints. This work aims to ensure a sustainable transportation system based on this crucial information.https://ieeexplore.ieee.org/document/9239278/Charging stationdriving time and distanceelectric vehiclegraph trimmingurban traffic network |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Mario Salvador Gonzalez-Rodriguez Jean-Michel Clairand Kevin Soto-Espinosa Josue Jaramillo-Fuelantala Guillermo Escriva-Escriva |
spellingShingle |
Mario Salvador Gonzalez-Rodriguez Jean-Michel Clairand Kevin Soto-Espinosa Josue Jaramillo-Fuelantala Guillermo Escriva-Escriva Urban Traffic Flow Mapping of an Andean Capital: Quito, Ecuador IEEE Access Charging station driving time and distance electric vehicle graph trimming urban traffic network |
author_facet |
Mario Salvador Gonzalez-Rodriguez Jean-Michel Clairand Kevin Soto-Espinosa Josue Jaramillo-Fuelantala Guillermo Escriva-Escriva |
author_sort |
Mario Salvador Gonzalez-Rodriguez |
title |
Urban Traffic Flow Mapping of an Andean Capital: Quito, Ecuador |
title_short |
Urban Traffic Flow Mapping of an Andean Capital: Quito, Ecuador |
title_full |
Urban Traffic Flow Mapping of an Andean Capital: Quito, Ecuador |
title_fullStr |
Urban Traffic Flow Mapping of an Andean Capital: Quito, Ecuador |
title_full_unstemmed |
Urban Traffic Flow Mapping of an Andean Capital: Quito, Ecuador |
title_sort |
urban traffic flow mapping of an andean capital: quito, ecuador |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2020-01-01 |
description |
Several efforts have been devoted to developing sustainable cities to address global environmental challenges and the growth of urban areas. In particular, transportation has various issues such as air pollution, noise, and traffic, which have to be addressed by collecting significant information of the traffic and road conditions of the cities. Automating the data extraction process and street network construction will allow building more useful models to study traffic behavior. This work presents a network modeling approach to identify interest points (extreme and internal) of the city, through a winner-takes-all edge trimming, and mapping the traffic flow between them. Such points can be considered as entries of an Origin-Destination matrix, where such information can be used to model traffic behavior between interest points. The case study of Quito, Ecuador is considered. Besides, to address environmental issues, this paper encourages the replacement of internal combustion taxis with electric vehicles. From the understanding of the vehicle traffic behavior, a pre-feasibility siting of electric taxi (ET) charging stations was carried out. The results will allow performing the sizing of each charging station considering electric power network constraints. This work aims to ensure a sustainable transportation system based on this crucial information. |
topic |
Charging station driving time and distance electric vehicle graph trimming urban traffic network |
url |
https://ieeexplore.ieee.org/document/9239278/ |
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