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A Hierarchical Energy Management System Based on Hierarchical Optimization for Microgrid Community Economic Operation

机译:基于分层优化的微电网社区经济运行分层能源管理系统

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摘要

In view of the merits and promising applications of microgrid community (MGC), this paper presents a two-level hierarchical optimization method for MGC's energy management system in smart grid environment. The lower level focuses on an individual microgrid (MG), and the upper level is responsible for managing the MGs and MG community level devices (MCLDs). It is executed consecutively from lower level to upper level in order to minimize operational costs. First, the lower level optimizes the power output of MGs generators, the charge/discharge power of energy storage system, and the exchanged power with upstream grid. The results of the lower level are transferred to the upper level as its constraints. Second, the upper level makes decisions about MCLDs' powers and the exchanged power between distribution networks based on results from the lower level while ignoring any internal constituents of MG. The model is built in ways that nonlinearity is removed by linearization approximation and nonconvexity is removed by adding implicit logic constraints. A case study based on a real system in South China's Guangxi Province is analyzed. The results demonstrate the effectiveness of the method. Of the four scenarios tested, two are proved cost-effective and are recommended for MGC operation.
机译:鉴于微电网社区(MGC)的优缺点和应用前景,本文提出了智能电网环境下MGC能源管理系统的两级分层优化方法。下层专注于单个微电网(MG),上层负责管理MG和MG社区级设备(MCLD)。从下层到上层连续执行,以最小化运营成本。首先,较低的水平优化了MG发电机的功率输出,储能系统的充电/放电功率以及与上游电网的交换功率。较低级别的结果作为其约束条件转移到较高级别。其次,高层根据较低层的结果来决定MCLD的权力和配电网络之间的交换权力,而忽略MG的任何内部组成部分。该模型的建立方式是通过线性化近似消除非线性,并通过添加隐式逻辑约束来消除非凸性。分析了基于真实系统的中国广西省案例研究。结果证明了该方法的有效性。在所测试的四种方案中,有两种经证明具有成本效益,建议用于MGC操作。

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