How much static storage capacity is needed to maximize the profitability of an energy community with electric vehicles?

Ruben Martinez Martinez, Alejandro Lopez Bueno, Sebastián Martín
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Abstract

An energy community with photovoltaic (PV) gener-ation, Electric Vehicles (EV s), static storage and grid connection is considered. The problem of sizing (PV, static battery and grid connection) and operation of the community is addressed. The problem is posed as a two stage stochastic linear optimization problem with uncertainty, modeled through scenarios, in demand, energy prices and PV generation. The objective function is to minimize the total cost (investment + operation). The main question is how much static battery storage (endogenous variable) is needed in addition to the storage provided by the EV s. The EV s batteries size are data. The effect of demand side management is also studied, and a sensitivity analysis is performed on the amortization cost of PV and the static storage. Results are illustrated on a community with 11 homes and 11 EVs.
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需要多少静态存储容量才能使电动汽车的能源社区的盈利能力最大化?
考虑了一个包含光伏发电、电动汽车、静态存储和并网的能源社区。解决了社区的规模(光伏、静态电池和电网连接)和运营问题。该问题是一个具有不确定性的两阶段随机线性优化问题,通过场景、需求、能源价格和光伏发电进行建模。目标函数是使总成本(投资+运营)最小化。主要问题是,除了电动汽车提供的存储容量外,还需要多少静态电池存储(内生变量)。电动汽车的电池大小是数据。研究了需求侧管理的影响,并对光伏和静态储能的摊销成本进行了敏感性分析。结果以一个拥有11个家庭和11辆电动汽车的社区为例。
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