Towards Sustainable Urban Mobility: Voronoi-Based Spatial Analysis of EV Charging Stations in Bangkok

被引:0
|
作者
Boonprong, Sornkitja [1 ]
Punturasan, Nathapat [2 ]
Varnakovida, Pariwate [3 ]
Prechathamwong, Wichien [4 ]
机构
[1] Kasetsart Univ, Fac Social Sci, Ctr Grad Studies & Special Program Management, Bangkok 10900, Thailand
[2] Asian Inst Technol, Sch Engn & Technol, Informat & Commun Technol Dept, Pathum Thani 12120, Thailand
[3] King Mongkuts Univ Technol Thonburi, Fac Sci, KMUTT Geospatial Engn & Innovat Ctr, Bangkok 10140, Thailand
[4] Kasetsart Univ, Dept Polit Sci, Fac Social Sci, Bangkok 10900, Thailand
关键词
Voronoi theory; electric vehicle charging stations; GIS;
D O I
10.3390/su16114729
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study leverages the efficacy of Voronoi diagram theory within a mixed-methods approach to thoroughly examine the spatial distribution, service coverage, and optimal locations for expanding electric vehicle (EV) charging infrastructure in Bangkok. Drawing on data from field surveys and public data providers, our analysis unfolds in four key stages. Firstly, we delve into the spatial distribution of charging stations, scrutinizing density, proximity to various road types, and land use through the lens of Voronoi diagrams. Secondly, the application of Voronoi diagrams informs the evaluation of service boundaries. Thirdly, utilizing this effective tool, we assess population density per parking slot or charging head to anticipate future EV adoption. Finally, the study introduces an approach to identify suitable locations for new charging stations through the application of overlapping Voronoi circles. Findings reveal a clustered distribution of charging stations along roads, particularly in the central business district, showcasing the efficiency of Voronoi diagrams in spatial analysis. Residential areas and urban commercial zones also host significant charging station concentrations. Notably, service coverage in inner Bangkok surpasses that of middle and outer areas, highlighting underserved regions. Prospective areas for new charging stations, identified through Voronoi analysis, include Bang Khae, Phra Khanong, Min Buri, and Huai Khwang. This research, rooted in the application of Voronoi diagram theory, offers vital insights for various stakeholders involved in urban infrastructure planning. By employing Voronoi diagrams within Geographic Information Systems (GIS), the study contributes to strategically placing charging stations, optimizing spatial understanding, and enhancing resource allocation. This GIS-based approach not only supports the rise of electric vehicles but also promotes sustainable urban development practices through the efficient utilization of spatial data and analysis techniques.
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页数:20
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