← 返回
储能系统技术 ★ 5.0

通过配送车队的双向电动汽车充电实现空间套利

Spatial arbitrage through bidirectional electric vehicle charging with delivery fleets

作者 Mostafa Mohammadian · Kyri Baker · Constance Crozier
期刊 Applied Energy
出版日期 2025年3月
卷/期 第 381 卷
技术分类 储能系统技术
相关度评分 ★★★★★ 5.0 / 5.0
关键词 车队利用灵活配送路径进行空间套利
语言:

中文摘要

摘要 随着电动出租车和电动公交车等电动汽车(EV)在城市交通中的广泛应用,其采用率正在迅速上升。除了带来经济和环境效益外,这些车队还可利用其移动储能能力,参与能源套利市场。这为电动汽车所有者提供了机会,使其既能为更可持续、高效的能源系统做出贡献,又能降低运营成本。本研究提出了确定性及单阶段随机优化框架,旨在通过优化电动汽车车队在空间和时间维度上的电价背景下的充电、放电和行驶行为,以最大化收益。仿真基于需在特定日期向指定地点送货的电动配送卡车车队进行。研究结果表明,双向电动汽车充电作为移动电网资产具有良好的应用前景。然而需要注意的是,只有在不同区域间电价存在显著差异,且这些价格差异能够以较高质量被准确预测的情况下,才能实现显著的收益。

English Abstract

Abstract The adoption of electric vehicles (EVs), including electric taxis and buses, as a mode of transportation , is rapidly increasing in cities. In addition to providing economic and environmental benefits, these fleets can potentially participate in the energy arbitrage market by leveraging their mobile energy storage capabilities. This presents an opportunity for EV owners to contribute to a more sustainable and efficient energy system while also reducing their operational costs. The present study introduces deterministic and single-stage stochastic optimization frameworks that aim to maximize revenue by optimizing the charging, discharging, and travel of a fleet of electric vehicles in the context of both spatial and temporal energy prices. The simulations are performed on a fleet of electric delivery trucks, which have to make deliveries to certain locations on specific dates. The findings indicate the promising potential of bidirectional electric vehicle charging as a mobile grid asset. However, it is important to note that significant revenue is only realized in scenarios where there is substantial variation in prices between different areas, and when these price variations can be accurately forecasted with a high level of confidence.
S

SunView 深度解读

该研究对阳光电源V2G双向充电桩及储能系统具有重要价值。通过移动储能套利策略,可优化ST系列PCS与充电站协同控制算法,结合iSolarCloud平台实现跨区域电价预测和车队能量管理。研究验证了双向充电作为移动电网资产的潜力,为阳光电源开发物流车队能源管理解决方案提供理论支撑,可集成GFM控制技术实现削峰填谷,提升充电基础设施投资回报率,拓展分布式储能商业模式。