考虑可再生能源发电不确定性的电池储能微电网最优经济调度

Dan Yang, Chuan He, Tengxin Wang, Min Zhang
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引用次数: 1

摘要

可再生能源可以解决能源短缺和碳排放问题。然而,由于可再生能源发电(REG)的不确定性,可再生能源发电的高渗透率将对电力系统的安全性提出严峻的挑战。本文通过蒙特卡罗方法生成了大量的场景来描述REG的不确定性。为了平衡算法的准确性和效率,采用了反向替换的方法来减少场景,保留具有代表性的场景。因此,以运行成本最低为目标,建立了考虑光伏和风电不确定性的最优调度模型。此外,还研究了REG的不确定性对微网调度和电池容量设置的影响。
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Optimal Economic Dispatch of Microgrid With Battery Energy Storage Considering Uncertainty of Renewable Generation
Renewable energy can address the issues of energy shortage and carbon emissions. However, high penetration of renewable generation will pose severe challenges to the security of power systems, due to the uncertainty of renewable energy generation (REG). In this paper, a host of scenarios are generated via Monte-Carlo approach to describe the uncertainty of REG. For the purposes of balancing the accuracy and efficiency, back-substitution method is used to reduce scenarios and internment representative ones. Consequently, an optimal scheduling model, considering the uncertainty of photovoltaic and wind power, is established with the lowest operating cost as the objective. Additionally, the influence of uncertainty of REG on the dispatch of microgrid and the setting of battery capacity is investigated.
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