Increasing the adoption of Electric Vehicles (EV) is an integral part of many strategies to address climate change and air pollution. However, Electric Vehicle adoption rates are inhibited by several factors which reduces the confidence of potential buyers of electric vehicles, namely range anxiety and limited charging infrastructure. The latter concern can be addressed by carefully planning the placement of Electric Vehicle charging stations to sustainably meet long-term demand. We outline a methodology to optimally allocate Electric Vehicle Charging stations using a novel approach to demand estimation, by first transforming demand using a weighted neighbourhood average and applying a regularised regression. Using this approach the first two authors placed second in the Academic category of an International Shell competition which was created to obtain solutions to this problem. They were also provided with a grant to further study this approach and to develop a deployment strategy.
On the Optimal Placement of Electric Vehicle Charging Stations
2023-11-22
1584562 byte
Conference paper
Electronic Resource
English
OPTIMIZED PLACEMENT OF ELECTRIC VEHICLE CHARGING STATIONS
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