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Optimal Allocation and Economic Analysis of Energy Storage System in Microgrids

机译:微电网储能系统的优化配置与经济分析

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This paper presents a methodology for the optimal allocation and economic analysis of energy storage system (ESS) in microgrids (MGs) on the basis of net present value (NPV). As the performance of an MG strongly depends on the allocation and arrangement of its ESS, optimal allocation methods and economic operation strategies of the ESS devices are required for the MG. To optimize the operation strategies and capacities of ESS in MGs, the financial benefit and dynamic models of ESS are discussed. And then, a matrix real-coded genetic algorithm is applied to find maximal NPV, in which each GA chromosome consists of a 2-D real number matrix representing the generation schedule of ESS and distributed generation sources. This paper is to suggest, among those available ESS, the optimal sizes and types of them and their optimal arrangement, such that the total NPV achieved during the system operational lifetime period is maximized. Finally, some computational simulation results are presented to verify the effectiveness of the proposed method.
机译:本文提出了一种基于净现值(NPV)的微电网(MGs)中储能系统(ESS)的最优分配和经济分析的方法。由于MG的性能在很大程度上取决于其ESS的分配和安排,因此MG需要ESS设备的最佳分配方法和经济运行策略。为了优化中小型企业在企业经营中的运作策略和能力,讨论了企业在经营中的财务收益和动态模型。然后,采用矩阵实数编码遗传算法找出最大NPV,其中每个GA染色体均由一个二维实数矩阵组成,该二维实数矩阵表示ESS的生成时间表和分布式生成源。本文建议,在可用的ESS中,它们的最佳大小和类型以及它们的最佳布置,以使在系统运行寿命期内实现的总NPV最大化。最后,通过一些计算仿真结果验证了该方法的有效性。

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