优化电动汽车快速充电分布式能源,增强城市可持续性

IF 3.1 3区 工程技术 Q2 ENVIRONMENTAL STUDIES
Harprinderjot Singh , Hamid Mozafari , Mohammadreza Kavianipour , Mehrnaz Ghamami , Ali Zockaie , Robert Jackson
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引用次数: 0

摘要

电动汽车市场渗透率的快速增长和由此产生的能源需求将影响配电网的电力供需平衡和稳定。这些影响可以通过分布式能源(即二次电池(SLB)、新电池(NB)、太阳能电池板和飞轮)来缓解。为了支持快速充电站电动汽车的能源需求,同时使系统成本最小化,建立了一个混合整数优化模型,考虑了时空需求(现有需求和电动汽车需求)、电网配电网的细节、太阳能电池板的时空发电、储能系统(ess)充放电计划和容量约束。案例研究(密歇根州的主要城市)显示了对电网、太阳能条件和DER单位成本的季节性变化的敏感性。根据研究结果,为太阳能电池板提供最大的面积可以最大限度地节省成本。锂离子slb为能源存储提供了一种经济有效的解决方案,有效地利用了分时电价和间歇性太阳能。根据现有的和快速充电的能源需求,一些地方可能需要升级电网。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhancing urban sustainability through optimizing Distributed energy resources for electric vehicles’ fast charging
The rapid growth of the electric vehicles (EVs) market penetration rate and the resulting energy demand will impact the electricity supply-demand balance and stability in the electricity distribution network. These impacts could be mitigated by distributed energy resources (DERs) (i.e. second-life batteries (SLB), new batteries (NB), solar panels, and flywheels). To support the energy demand of EVs at fast-charging stations whilst minimizing the cost of the system, a mixed-integer optimization model is developed considering the spatiotemporal demand (existing demand and EV demand), the details of the electric grid distribution network, spatiotemporal power generation of solar panels, energy storage systems’ (ESSs’) charge/discharge schedule, and the capacity constraints. The case study (major cities in Michigan) shows sensitivity to the seasonal variation in the grid and solar conditions and the DER’s unit cost. Based on the result, providing the maximum area for solar panels leads to the maximum cost savings. Lithium-ion SLBs offer a cost-effective solution for energy storage, efficiently utilizing time-of-use electricity rates and intermittent solar energy. Depending on the existing and fast-charging energy demand, grid upgrades may be necessary at some locations.
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来源期刊
CiteScore
8.90
自引率
2.60%
发文量
56
期刊介绍: The International Journal of Sustainable Transportation provides a discussion forum for the exchange of new and innovative ideas on sustainable transportation research in the context of environmental, economical, social, and engineering aspects, as well as current and future interactions of transportation systems and other urban subsystems. The scope includes the examination of overall sustainability of any transportation system, including its infrastructure, vehicle, operation, and maintenance; the integration of social science disciplines, engineering, and information technology with transportation; the understanding of the comparative aspects of different transportation systems from a global perspective; qualitative and quantitative transportation studies; and case studies, surveys, and expository papers in an international or local context. Equal emphasis is placed on the problems of sustainable transportation that are associated with passenger and freight transportation modes in both industrialized and non-industrialized areas. All submitted manuscripts are subject to initial evaluation by the Editors and, if found suitable for further consideration, to peer review by independent, anonymous expert reviewers. All peer review is single-blind. Submissions are made online via ScholarOne Manuscripts.
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