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Photovoltaic and battery systems sizing optimization for ultra-fast charging station integration

尺寸 光伏系统 电池(电) 计算机科学 充电站 遗传算法 净现值 可靠性工程 盈利能力指数 工程类 功率(物理) 电气工程 电动汽车 生产(经济) 艺术 物理 量子力学 视觉艺术 财务 机器学习 经济 宏观经济学
作者
Carola Leone,Carlo Peretti,Andrea Paris,Michela Longo
出处
期刊:Journal of energy storage [Elsevier]
卷期号:52: 104995-104995 被引量:10
标识
DOI:10.1016/j.est.2022.104995
摘要

The installation of Ultra-Fast Charging stations (UFCS) is of vital importance to enhance and support the global shift to electric mobility. However, since UFCSs require a huge amount of energy in short period of time, their integration with the energy transmission and distribution grids will lead to a considerable number of technical challenges. To mitigate these negative aspects the incorporation of a Photovoltaic (PV) power plant and a Battery Energy Storage System (BESS) in the station systems seems crucial. In this paper an optimization study to find the size of these additional components is carried out. The final aim is to find their optimal dimensions to make the integration the most convenient as possible from an economic point of view. To achieve such a purpose, a single-objective optimization problem is simulated. The objective function aims to maximize the Net Present Value (NPV) of the overall charging station. The single-objective function is optimized through a genetic algorithm (GA) and the optimization toolbox embedded in the MATLAB software has been used to run the proposed optimization. The results highlight how the configuration complemented with the PV plant and the BESS is better from a technical-economic perspective. As a matter of fact, the profitability of such UFCS will be 7.5 % higher than the solution without additional components.
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