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Optimal Configuration Of Distributed Generation And Energy Storage In Microgrid

机译:微电网中分布式发电与储能的优化配置

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This paper proposes a novel optimal configuration method of distributed generation and energy storage in microgrid. Firstly, K-means clustering method is introduced to formulate the typical days of the output power of renewable generation and load of the microgrid. Secondly, an optimal configuration model of distributed generation and energy storage in microgrid is established with the objective function of minimizing the annual total cost. Then, a hybrid solving strategy combing genetic algorithm, dynamic programming and primal-dual interior point method is proposed. Case studies are carried out on a real-world microgrid in China, and the results show the rationality of the model and the effectiveness of the solving algorithm.
机译:本文提出了一种微电网中分布式发电与储能的最优配置方法。首先,引入K-均值聚类方法来制定可再生发电的输出功率和微电网负荷的典型天数。其次,建立了以年总成本最小化为目标的微电网分布式发电和储能的最优配置模型。然后,提出了一种结合遗传算法,动态规划和原对偶内点法的混合求解策略。在中国一个真实的微电网上进行了案例研究,结果表明该模型的合理性和求解算法的有效性。

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