Page 50 - DP-2-2

Design+ EV charging capacity through queuing model

doi: 10.1109/TASE.2023.3321412 doi: 10.1007/s11518-017-5352-6
5. Wu J, Su H, Meng J, Lin M. Electric vehicle charging 16. Loni A, Asadi S. Data-driven equitable placement for electric
scheduling considering infrastructure constraints. Energy. vehicle charging stations: Case study San Francisco. Energy.
2023;278:127806. 2023;282:128796.
doi: 10.1016/j.energy.2023.127806 doi: 10.1016/j.energy.2023.128796
6. Bayram IS, Tajer A, Abdallah M, Qaraqe K. Capacity 17. Mei Z, Que Z, Qiu H, Zhu Z, Cai Z. Optimizing the
planning frameworks for electric vehicle charging stations configuration of electric vehicle charging piles in public
with multiclass customers. IEEE Trans Smart Grid. parking lots based on a multi-agent model. Phys A Stat Mech
2015;6(4):1934-1943. Appl. 2023;632:129329.
doi: 10.1109/TSG.2015.2406532 doi: 10.1016/j.physa.2023.129329

7. Ma SC, Fan Y. A deployment model of EV charging piles and 18. Yang Q, Sun S, Deng S, Zhao Q, Zhou M. Optimal sizing
its impact on EV promotion. Energy Policy. 2020;146:111777. of PEV fast charging stations with Markovian demand
doi: 10.1016/j.enpol.2020.111777 characterization. IEEE Trans Smart Grid. 2018;10(4):
4457-4466.
8. Zhang X, Chan KW, Li H, Wang H, Qiu J, Wang G. Deep-
learning-based probabilistic forecasting of electric vehicle doi: 10.1109/TSG.2018.2860783
charging load with a novel queuing model. IEEE Trans 19. Chen R, Qian X, Miao L, Ukkusuri SV. Optimal charging
Cybern. 2020;51(6):3157-3170. facility location and capacity for electric vehicles considering
doi: 10.1109/TCYB.2020.2975134 route choice and charging time equilibrium. Comput Oper
Res. 2020;113:104776.
9. Upchurch C, Kuby M, Lim S. A model for location
of capacitated alternative‐fuel stations. Geogr Anal. doi: 10.1016/j.cor.2019.104776
2009;41(1):85-106. 20. Wu T, Fainman E, Maïzi Y, Shu J, Li Y. Allocate electric
doi: 10.1111/j.1538-4632.2009.00744.x vehicles’ public charging stations with charging demand
uncertainty. Transp Res D Transp Environ. 2024;130:104178.
10. Wang H, Zhao D, Meng Q, Ong GP, Lee DH. A four-step
method for electric-vehicle charging facility deployment in doi: 10.1016/j.trd.2024.104178
a dense city: An empirical study in Singapore. Transp Res A 21. Xiao D, An S, Cai H, Wang J, Cai H. An optimization
Policy Pract. 2019;119:224-237. model for electric vehicle charging infrastructure planning
doi: 10.1016/j.tra.2018.11.012 considering queuing behavior with finite queue length.
J Energy Storage. 2020;29:101317.
11. Bai X, Chin KS, Zhou Z. A bi-objective model for location
planning of electric vehicle charging stations with GPS doi: 10.1016/j.est.2020.101317
trajectory data. Comput Indus Eng. 2019;128:591-604. 22. Zhang Y, Wang Y, Li F, Wu B, Chiang YY, Zhang X. Efficient
doi: 10.1016/j.cie.2019.01.008 deployment of electric vehicle charging infrastructure:
Simultaneous optimization of charging station placement
12. Brandt T, Wagner S, Neumann D. Prescriptive analytics in and charging pile assignment. IEEE Trans Intell Transp Syst.
public-sector decision-making: A framework and insights 2020;22(10):6654-6659.
from charging infrastructure planning. Eur J Oper Res.
2021;291(1):379-393. doi: 10.1109/TITS.2020.2990694
doi: 10.1016/j.ejor.2020.09.034 23. Mishra S, Mondal A, Mondal S. Charging station siting
and sizing considering uncertainty in electric vehicle
13. Çelik S, Ok Ş. Electric vehicle charging stations: Model, charging demand distribution. IEEE Trans Intell Transp Syst.
algorithm, simulation, location, and capacity planning. 2024;25:12709-12721.
Heliyon. 2024;10(7):e29153.
doi: 10.1109/TITS.2024.3384537
doi: 10.1016/j.heliyon.2024.e29153
24. Zhang J, Wang Z, Miller EJ, et al. Multi-period planning of
14. Cao W, Wan Y, Wang L, Wu Y. Location and capacity locations and capacities of public charging stations. J Energy
determination of charging station based on electric vehicle Storage. 2023;72:108565.
charging behavior analysis. IEEJ Trans Electr Electron Eng.
2021;16(6):827-834. doi: 10.1016/j.est.2023.108565
doi: 10.1002/tee.23378 25. Eick SG, Massey WA, Whitt W. The physics of the Mt/G/∞
queue. Oper Res. 1993;41(4):731-742.
15. Zhu Z, Gao Z, Zheng J, Du H. Charging station planning for
plug-in electric vehicles. J Syst Sci Syst Eng. 2018;27:24-45. doi: 10.1287/opre.41.4.731

Volume 2 Issue 2 (2025) 13 doi: 10.36922/dp.4225