Establishing a statewide electric vehicle charging station network in Maryland: A corridor-based station location problem

In this paper, we apply an optimization-based approach to locate electric vehicle (EV) fast charging stations that prioritize the deployment of stations considering the designated EV corridors. A designated corridor is a segment of a highway selected for EV charging infrastructure deployment to incr...

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Veröffentlicht in:Socio-economic planning sciences 2022-02, Vol.79, p.101127, Article 101127
Hauptverfasser: Erdoğan, Sevgi, Çapar, İsmail, Çapar, İbrahim, Nejad, Mohammad Motalleb
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Sprache:eng
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Zusammenfassung:In this paper, we apply an optimization-based approach to locate electric vehicle (EV) fast charging stations that prioritize the deployment of stations considering the designated EV corridors. A designated corridor is a segment of a highway selected for EV charging infrastructure deployment to increase the adoption of EVs. We formulate the problem such that candidate charging stations on corridors are prioritized over the other candidate station locations outside the corridor. We also introduce two new objective functions based on corridor-utilizing and corridor-weighted traffic flow concept and a new constraint that primarily focuses on the corridor building. These new objectives fit better for enabling EV corridors when the underlying objective is to locate chargers along these corridors with high density. We conduct numerical experiments using the Maryland highway network, major population centers, and select EV corridors as input. Experiment results suggest that the traditionally used objectives in the literature, maximizing traffic flow and maximizing vehicle-miles traveled (VMT), may not be well-suited for corridor building. However, a corridor-focused objective function causes the removal of many O-D pairs from consideration; hence, its impact on the overall EV flow refueled is significant as well. Experiment results also indicate that corridor prioritization is crucial for selecting a solution with more stations on corridors. •Provides decision aid for creating Electric Vehicle Charging Station network.•Extends the Flow Refueling Location Model for a corridor-based location problem.•Introduces two new objectives and constraints for corridor building.•Shows that traditional objectives are not suitable for corridor building.•Studies implications of various objectives on location decisions.
ISSN:0038-0121
1873-6041
DOI:10.1016/j.seps.2021.101127