Increasing electric vehicle adoption through the optimal deployment of fast-charging stations for local and long-distance travel

被引:71
作者
Anjos, Miguel F. [1 ,2 ]
Gendron, Bernard [3 ,4 ]
Joyce-Moniz, Martim [1 ,2 ]
机构
[1] Polytech Montreal, Montreal, PQ, Canada
[2] GERAD, Montreal, PQ, Canada
[3] Univ Montreal, Montreal, PQ, Canada
[4] CIRRELT, Montreal, PQ, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Transportation; Electric vehicle charging stations; Facility location; Integer programming; Large demand dynamics; LOCATION MODEL; NETWORK; INFRASTRUCTURE; OPTIMIZATION;
D O I
10.1016/j.ejor.2020.01.055
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We present a new strategic multi-period optimization problem for the siting of electric vehicle (EV) charging stations. One main novelty in this problem is that EV adoption over time is influenced by the availability of charging opportunities, as well as by local EV diffusion. Furthermore, to the best of our knowledge, this is the first contribution where the distribution of charging demand is modeled with a combination of node-based - more appropriate for urban or suburban settings - and flow-based approaches - with which we can model the needs of EVs to recharge on intermediary stops on long-haul travels. We propose a mixed-integer linear programming (MILP) formulation for this problem. Our computational experiments show that by simply implementing it in state-of-art MILP solvers, we are unable to obtain feasible solutions for realistically-sized instances. As such, we propose a rolling horizon-based heuristic that efficiently provides provably good solutions to instances based on much larger territories (namely the province of Quebec and the state of California) than those tackled by the methods proposed in the literature for the location of EV charging stations. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页码:263 / 278
页数:16
相关论文
共 54 条
[1]  
[Anonymous], CHINA IS RAISING BAR
[2]  
[Anonymous], SOLAR POWER IS CONTA
[3]  
[Anonymous], CAL AUT OUTL COMPR I
[4]  
[Anonymous], FACT WEEK 1008 MED A
[5]  
[Anonymous], 2017, THESE COUNTRIES WANT
[6]  
[Anonymous], P EMPL TAK CHARG
[7]  
[Anonymous], ITS NOT JUST SOLAR P
[8]  
[Anonymous], CAN 2016 CENS POP
[9]  
[Anonymous], CIRCUIT ELECT
[10]  
[Anonymous], HYDR FUEL INFR ASS C