考虑异构充电模式的充电站设计问题的双层优化框架

Le Zhang;Ziling Zeng;Kun Gao
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引用次数: 21

摘要

目的——本文的目的是优化部署在电动交通终点站的充电站的设计,明确考虑异构充电模式。设计/方法/方法-作者提出了一个双层模型,以同时优化战术和作战层面的决策。具体而言,在运营层面(即较低层面),电动公交车的服务时间表和充电计划在充电站的具体设计下进行了优化。较低级别模型的目标是最大限度地降低日常运营总成本。该模型通过一种基于启发式算法的定制列生成来求解。在战术层面(即上层),充电站的设计是基于下层获得的结果进行优化的。随后提出了一种禁忌搜索算法来求解上层模型。研究结果——本研究通过数值案例验证了所提出模型的适用性。通过数值案例分析,揭示和讨论了一些管理见解,这些见解有助于交通机构科学地设计充电站。独创性/价值-充电站中多种充电模式的共同考虑将进一步降低电动交通的运营成本,加快电池电动公交车的市场渗透。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A bi-level optimization framework for charging station design problem considering heterogeneous charging modes
Purpose - The purpose of this paper is to optimize the design of charging station deployed at the terminal station for electric transit, with explicit consideration of heterogenous charging modes. Design/methodology/approach - The authors proposed a bi-level model to optimize the decision-making at both tactical and operational levels simultaneously. Specifically, at the operational level (i.e. lower level), the service schedule and recharging plan of electric buses are optimized under specific design of charging station. The objective of lower-level model is to minimize total daily operational cost. This model is solved by a tailored column generation-based heuristic algorithm. At the tactical level (i.e. upper level), the design of charging station is optimized based upon the results obtained at the lower level. A tabu search algorithm is proposed subsequently to solve the upper-level model. Findings - This study conducted numerical cases to validate the applicability of the proposed model. Some managerial insights stemmed from numerical case studies are revealed and discussed, which can help transit agencies design charging station scientifically. Originality/value - The joint consideration of heterogeneous charging modes in charging station would further lower the operational cost of electric transit and speed up the market penetration of battery electric buses.
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