Title
OPTIMAL ALLOCATION OF CHARGING STATIONS FOR ELECTRIC VEHICLES USING PROBABILISTIC ROUTE SELECTION
Abstract
Electric vehicles (EVs) are environmentally friendly and are considered to be a promising approach toward a green transportation infrastructure with lower greenhouse gas emissions. However, the limited driving range of EVs demands a strategic allocation of charging facilities, hence providing recharging opportunities that help reduce EV owners' anxiety about their vehicles' range. In this paper, we study a set covering method where self-avoiding walks are utilized to find the most significant locations for charging stations. In the corresponding optimization problem, we derive a lower bound of the number of charging stations in a transportation network to obtain full coverage of the most probable routes. The proposed method is applied to a transportation network of the southern part of Sweden.
Year
DOI
Venue
2021
10.31577/cai_2021_2_408
COMPUTING AND INFORMATICS
Keywords
DocType
Volume
Charging stations, electric vehicle, transportation network, optimal placement, self-avoiding random walk
Journal
40
Issue
ISSN
Citations 
2
1335-9150
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Henrik Fredriksson100.34
Mattias Dahl200.34
Johan Holmgren311615.32