并网微电网电池储能优化规模与调度方案

Dinna Fitriyana, T. Vo, P. Nguyen, I. Kamphuis, D. Naimah, M. Koerniawan
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引用次数: 0

摘要

电池储能可以在可再生能源转型中提供相当大的好处。然而,高昂的资金和维护成本成为其实施的主要障碍。为了克服这些挑战,在多种应用中使用电池储能并结合优化方法可以提高其经济效益。因此,本文的根本问题是,在实施优化方法的同时,利用电池进行能源套利和管理需求费用的经济效益能否克服其高昂的成本。在优化过程中,考虑了以往研究中有时被忽略的电池使用成本,并分析了其对电池总成本的影响。以电池储能系统生命周期成本最小为目标函数,采用混合整数规划算法建立调度调度优化方案。优化模拟时间为8天。可持续浮动住宅,阿姆斯特丹的一个微电网项目,被用作研究案例。微电网组件由太阳能光伏、负载和电池组成。采用优化方法对钒氧化还原电池工艺进行了研究。电力定价方案采用日前费率。结果表明,将该电池用于多种应用可能会提高其经济效益,并克服其高昂的初始和运行成本。另一个值得注意的结果是,电池的使用成本往往对电池的总成本有显著的影响。在优化方法中考虑电池使用成本可以降低总成本。
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Optimal sizing and dispatch schedule of battery storage in grid-connected microgrid
Battery storage can provide considerable benefits in renewable energy transitions. However, high capital and maintenance costs become the main barriers to its implementation. To overcome the challenges, using the battery storage in multiple applications and incorporating optimization method are proven to be able to increase its economic benefits. Accordingly, the underlying question of this thesis is whether the economic benefits from using the battery to accommodate energy arbitrage and manage demand charge while also implementing optimization method can hurdle its high costs. During the optimization process, battery usage cost which sometimes being neglected in prior studies is deliberated, and its impact on the total cost of the battery is analyzed. The dispatch schedule optimization is built using mixed-integer programming algorithm with the objective function to minimize lifecycle costs of the battery storage. The optimization is simulated for 8-days time horizon. Sustainable floating residentials, a microgrid project in Amsterdam, is used as a study case. The microgrid component consists of solar photovoltaic, load, and battery. Vanadium-redox battery technology is investigated using the optimization method. Dayahead based rate is used as the electricity pricing scheme. The results demonstrate that utilizing the battery for multiple applications might increase its economic benefits and overcome its high initial and operating costs. Another notable result is that the battery usage cost tends to have a significant impact on the total costs of the battery. Considering battery usage cost in the optimization method could reduce the total costs.
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