Abstract
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.
Highlights
Sustainable cities have gained much attention among urban scholars, planners, and policymakers, in different fields of engineering [1], [2]
This paper models the city as a street network interest points connected by streets
In the past few years, growing attention has been devoted to sustainable transportation
Summary
Sustainable cities have gained much attention among urban scholars, planners, and policymakers, in different fields of engineering [1], [2]. This includes the development of new strategies for sustainable transportation systems. Large cities inhabitants experience issues such as the time spent in traffic, and adverse health effects due to pollution and noise from congested traffic conditions, and pressure from urban population growth [3], [4]. In zones of traffic stoppage, pollution grows considerably resulting in health issues for the people living around
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