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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Main Authors: Mario Salvador Gonzalez-Rodriguez, Jean-Michel Clairand, Kevin Soto-Espinosa, Josue Jaramillo-Fuelantala, Guillermo Escriva-Escriva
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9239278/
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spelling 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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