Optimal configuration of dynamic wireless charging facilities considering electric vehicle battery capacity

被引:2
|
作者
Liu, Shaojun [1 ]
Wang, David Z. W. [1 ]
Tian, Qingyun [1 ]
Lin, Yun Hui [2 ]
机构
[1] Nanyang Technol Univ, Sch Civil & Environm Engn, Singapore, Singapore
[2] ASTAR, Inst High Performance Comp IHPC, 1 Fusionopolis Way,16-16 Connexis, Singapore 138632, Singapore
关键词
Electric vehicle; Wireless charging facilities; Battery capacity; Linearization techniques; Surrogate optimization; OPTIMAL-DEPLOYMENT; CORRIDOR MODEL; NETWORK DESIGN; INFRASTRUCTURE; EQUILIBRIUM; OPERATION; STATIONS; ENERGY; LANES;
D O I
10.1016/j.tre.2023.103376
中图分类号
F [经济];
学科分类号
02 ;
摘要
Dynamic wireless charging facilities deployed on the road network offer an effective charging method to alleviate the electric vehicle users' range anxiety and thus facilitate the promotion of electric vehicles. The main benefit of wireless charging is that it extends EV's driving range by enabling EV en-route recharging, which consequently reduces the required battery size for EVs. Basically, given densely distributed wireless charging lanes on the road network, smaller and less expensive batteries would be able to meet the travel demand. From the societal point of view, the reduction of battery size/capacity is capable of justifying more construction of wireless charging lanes. While previous research works on optimal deployment of wireless charging facilities ignored this benefit, this study aims to explicitly consider the tradeoff between the costs of building recharging infrastructure and manufacturing batteries from the societal point of view in the optimal configuration of dynamic wireless charging facilities. The problem is formulated into a bi-level programming model, wherein the upper-level model seeks to minimize the total social cost, and the lower-level model captures EV drivers' choices in terms of battery size, travel route, and driving and charging behavior. To handle the problem, we first relax the path cost constraint and apply the linearization techniques to reformulate the problem into a mixed-integer linear programming, from which a lower bound of the problem can be obtained. An efficient surrogate optimization algorithm is then developed to solve the problem.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] Optimal Planning for Electric Vehicle Charging Station Considering the Constraint of Battery Capacity
    Zeng, Ming
    Zhan, Xiaohui
    Li, Yuanfei
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, 2016, 127
  • [2] Optimal Deployment of Dynamic Wireless Charging Lanes for Electric Vehicles considering the Battery Charging Rate
    Du, Jun
    Pei, Mingyang
    Jia, Bin
    Wu, Pan
    [J]. JOURNAL OF ADVANCED TRANSPORTATION, 2022, 2022
  • [3] Optimal Deployment of Dynamic Wireless Charging Lanes for Electric Vehicles considering the Battery Charging Rate
    Du, Jun
    Pei, Mingyang
    Jia, Bin
    Wu, Pan
    [J]. Journal of Advanced Transportation, 2022, 2022
  • [4] Capacity configuration of electric vehicle charging facilities based on user behavior prediction
    Yang, Shihai
    Shi, Kun
    Cao, Xiaodong
    Wang, He
    Yu, Zhiyuan
    [J]. 2018 FIRST INTERNATIONAL CONFERENCE ON ENVIRONMENT PREVENTION AND POLLUTION CONTROL TECHNOLOGY (EPPCT 2018), 2018, 199
  • [5] Optimal deployment of dynamic wireless charging facilities for electric bus route considering stochastic travel times
    Ji, Jinhua
    Wang, Linhong
    Yang, Menglin
    Bie, Yiming
    Hao, Mingjie
    [J]. ENERGY, 2024, 289
  • [6] Optimal Deployment of Dynamic Wireless Charging Facilities for an Electric Bus System
    Liu, Zhaocai
    Song, Ziqi
    He, Yi
    [J]. TRANSPORTATION RESEARCH RECORD, 2017, 2647 (01) : 100 - 108
  • [7] Optimal Electric Vehicle Charging Considering the Effects of a Financial Incentive on Battery Ageing
    Steffen, Thomas
    Fly, Ashley
    Mitchell, William
    [J]. ENERGIES, 2020, 13 (18)
  • [8] Optimal Design for a Shared Swap Charging System Considering the Electric Vehicle Battery Charging Rate
    Zhong, Lingshu
    Pei, Mingyang
    [J]. ENERGIES, 2020, 13 (05)
  • [9] Optimal Layout of Electric Vehicle Charging Station Locations Considering Dynamic Charging Demand
    Li, Yongjing
    Pei, Wenhui
    Zhang, Qi
    Xu, Di
    Ma, Hao
    [J]. ELECTRONICS, 2023, 12 (08)
  • [10] EV-Road-Grid: Enabling Optimal Electric Vehicle Charging Path Considering Wireless Charging and Dynamic Energy Consumption
    Zhang, Yanyu
    Zhou, Shukui
    Rao, Xinpeng
    Zhou, Yi
    [J]. 2021 IEEE 94TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2021-FALL), 2021,