基于系统效用最大化的共享电动汽车动态定价研究

Lewen Bao, R. Miao, Bo Zhang, Ji-yue Zhou, Hao Hu
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摘要

在共享经济背景下,为了提高车辆资源的利用率和运营商在城市治理中的经济效益,本文研究了实现系统效用最大化的动态定价策略。首先,分析了用户租赁共享汽车的时空分布规律、时变规律及影响因素,得到了用户出行的需求特征;然后,综合考虑运营方式、用户接受度、需求价格弹性、运营成本等因素,探讨基于固定网点的单路电动租赁汽车系统的供需平衡,并制定各站点在不同时期的定价策略。最后,以杭州市“微型客车”电动租赁汽车项目为例,验证了模型的可行性。研究结果可为后续城市治理的推进和市场配置提供理论指导。
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Research on Dynamic Pricing of Shared Electric Vehicles Based on System Utility Maximization
Under the background of sharing economy, in order to improve the utilization rate of vehicle resources and the economic benefits of operators for urban governance, this paper studies the dynamic pricing strategy to maximize the system utility. Firstly, the space-time distribution law, time-varying law and influencing factors of shared cars leased by users are analyzed, and the demand characteristics of users' travel are obtained; then, considering various factors such as operation mode, user acceptance, demand price elasticity and operation cost, the supply and demand balance of single-way electric rental vehicle system based on fixed network points is explored and the pricing strategies of each site in different periods are formulated. Finally, the feasibility of the model is verified by taking the ‘microbus’ electric rental vehicle project in Hangzhou City as an example. The research results can provide theoretical guidance for subsequent promotion and market allocation of urban governance.
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