The Location Routing Problem of the Car-Sharing System with Autonomous Electric Vehicles

被引:6
作者
Ma, Bingshan [1 ]
Hu, Dawei [2 ]
Wu, Xue [2 ]
机构
[1] Changan Univ, Sch Automobile, Xian 710064, Peoples R China
[2] Changan Univ, Sch Transportat Engn, Xian 710064, Peoples R China
关键词
Shared autonomous vehicles; Electric vehicles; Location routing problem; Mixed-integer nonlinear programming; Genetic algorithm (GA); A-RIDE PROBLEM; CHARGING STATIONS; PERFORMANCE; ALGORITHM; SERVICE; AUSTIN;
D O I
10.1007/s12205-021-1605-5
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Car-sharing, electrification, and autonomous driving are greatly revolutionizing the future of the transportation system. This study proposes a location routing problem for the car-sharing system with autonomous electric vehicles to determine optimal station location and vehicle routing, where each station is both a depot and a charging station. A mathematical model is formulated and then extended to three variants, while simultaneously considering different recharging and service options. The proposed mixed-integer nonlinear models are separately solved by general algebraic modeling system (GAMS) and genetic algorithm (GA), and the efficiency of the GA is demonstrated. The comparative experimental results of instances are presented, and the benefits of allowing partial recharge are obtained. More significant savings in cost can be achieved if partial service is simultaneously allowed. Furthermore, the trade-off between the operator's interests and the interests of users, as well as the operator's immediate profits and future profits, are explored through sensitivity analysis.
引用
收藏
页码:3107 / 3120
页数:14
相关论文
共 34 条
  • [31] Relocation Strategies and Algorithms for Free-Floating Car Sharing Systems
    Weikl, Simone
    Bogenberger, Klaus
    [J]. IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2013, 5 (04) : 100 - 111
  • [32] Battery swap station location-routing problem with capacitated electric vehicles
    Yang, Jun
    Sun, Hao
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2015, 55 : 217 - 232
  • [33] Joint Fleet Sizing and Charging System Planning for Autonomous Electric Vehicles
    Zhang, Hongcai
    Sheppard, Colin J. R.
    Lipman, Timothy E.
    Moura, Scott J.
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 21 (11) : 4725 - 4738
  • [34] Charging infrastructure demands of shared-use autonomous electric vehicles in urban areas
    Zhang, Hongcai
    Sheppard, Colin J. R.
    Lipman, Timothy E.
    Zeng, Teng
    Moura, Scott J.
    [J]. TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2020, 78