PV Sizing for EV Workplace Charging Stations—An Empirical Study in France

IF 2.5 4区 综合性期刊 Q2 CHEMISTRY, MULTIDISCIPLINARY Applied Sciences-Basel Pub Date : 2023-09-08 DOI:10.3390/app131810128
Bruno Robisson, Van-Lap Ngo, L. Marchadier, Mohammed-Farouk Bouaziz, Alexandre Mignonac
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Abstract

Photovoltaic (PV) powered Electric Vehicle Charging Stations (PVCS) have received extensive attention recently due to the complementary relationship of PV energy and electric vehicles. This paper proposes a methodology aimed at assisting a Charging Point Operator (CPO) in determining the size of the main components of such PVCS. The modular structure of the method gives flexibility for possible use on a new sizing problem by modifying key parameters such as the EV charging demand (i.e., arrival/departure times and energy needed to fill the battery), the EV charging strategy or the business model, independently from each other. It is of particular interest for a CPO that sizes many PVCS operated in the same environment (for example, a car park at a workplace). In that case, the CPO first has to apply the method on a representative charging station. Next, he can re-use parts of the obtained results to drastically speed up (from weeks to hours) the sizing of the other charging stations. The proposed method has been applied to the EVCS of an industrial research complex in southern France. The input dataset used to apply the method consists of more than 32,000 charging transactions spanning over 6 years with 350 EV users and 80 charging points. Three charging strategies with different levels of complexity are investigated, including Mean Power, Plug and Charge, and Solar Smart Charging. The considered business model is based on the maximization of the self-production rate. The numerical findings reveal that employing a straightforward charging strategy, such as Mean Power, leads to a substantial reduction of nearly half in the required size of the PV plant compared to the basic Plug and Charge mode. In addition, our analysis demonstrates that Solar Smart Charging has the potential to decrease the PV plant size by nearly three times.
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电动汽车工作场所充电站的光伏规模——法国的实证研究
由于光伏能源与电动汽车的互补关系,光伏电动汽车充电站(PVCS)近年来受到广泛关注。本文提出了一种方法,旨在帮助充电点运营商(CPO)确定这种PVCS的主要组件的大小。该方法的模块化结构通过相互独立地修改关键参数,如电动汽车充电需求(即到达/离开时间和填充电池所需的能量)、电动汽车充电策略或商业模式,为可能用于新的规模问题提供了灵活性。对于在同一环境(例如,工作场所的停车场)中操作的许多PVCS的尺寸的CPO来说,这是特别令人感兴趣的。在这种情况下,CPO首先必须将该方法应用于具有代表性的充电站。接下来,他可以重复使用部分获得的结果,以大幅加快(从数周到数小时)其他充电站的规模。所提出的方法已应用于法国南部一个工业研究综合体的EVCS。用于应用该方法的输入数据集包括6年内的32000多笔充电交易,涉及350名电动汽车用户和80个充电点。研究了三种不同复杂程度的充电策略,包括平均功率、即插即用和太阳能智能充电。所考虑的商业模式是基于自产率的最大化。数值研究结果表明,与基本的即插即用模式相比,采用简单的充电策略(如平均功率)可使光伏电站的所需尺寸大幅减少近一半。此外,我们的分析表明,太阳能智能充电有可能将光伏发电厂的规模缩小近三倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Applied Sciences-Basel
Applied Sciences-Basel CHEMISTRY, MULTIDISCIPLINARYMATERIALS SCIE-MATERIALS SCIENCE, MULTIDISCIPLINARY
CiteScore
5.30
自引率
11.10%
发文量
10882
期刊介绍: Applied Sciences (ISSN 2076-3417) provides an advanced forum on all aspects of applied natural sciences. It publishes reviews, research papers and communications. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files and software regarding the full details of the calculation or experimental procedure, if unable to be published in a normal way, can be deposited as supplementary electronic material.
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