Identification of demand for electric vehicles charging stations on the example of voivodeships in Poland
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3.3.-S.-Paradiso-D.-Leonczuk-Identification-of-demand-for-electric-vehicles-charging-stations-on-the-example-of-Poland_with_metadata.pdf (442.24 KB)
0000-0002-0424-0226 Date
2024
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Wydział Inżynierii Zarządzania Politechniki Białostockiej
Abstract
The main purpose of the article is to identify areas where more electric vehicle charging stations should be located, on the example of Polish voivodeships. The following sections of the article review the literature on the development of electric vehicles charging infrastructure, as well as the methods and models proposed for determining the location of charging stations. Then, models were presented that identify the Polish voivodeships where more charging points should be located. The analysis was conducted on data relating to the voivodeship, due to the difficulties in finding more detailed actual data. The aim is to check whether there are voivodeships more suitable than others to have more charging points. The results can be used, for example, by the government to better direct economic resources towards this purpose. An exploratory analysis was performed using some clustering algorithms in order to find more relevant areas. In the article, a hierarchical algorithm and K-means clustering were used.
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Citation
S. Paradiso, D. Leończuk, Identification of demand for electric vehicles charging stations on the example of voivodeships in Poland, Akademia Zarządzania 2024, 8(1), s. 152-163