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Multiobjective Optimization Method for Distribution System Configuration Using Pareto Optimal Solution

机译:帕累托最优解的配电系统配置多目标优化方法

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摘要

A distribution network has a huge number of configuration candidates because the network configuration is determined by the states of many sectionalizing switches (opened or closed) installed in terms of keeping power quality, reliability, and so on. Since the feeder current and voltage depend on the network configuration, the distribution loss, voltage imbalance, and bank efficiency can be controlled by changing the states of these switches. In addition, feeder currents and voltages change in response to the outputs of distributed generators (DGs) such as photovoltaic generation systems, wind turbine generation systems, and so on, that are connected to the feeder. Recently, the total number of DGs connected to distribution networks has increased drastically. Therefore, many configuration candidates of distribution networks must be evaluated multiply from various viewpoints such as distribution loss, voltage imbalance, bank efficiency, and so on, considering the power supply from the connected DGs. In this paper, the authors propose a multiobjective optimization method from three evaluation viewpoints, (1) distribution loss, (2) voltage imbalance, and (3) bank efficiency, using Pareto optimal solutions. In the proposed method, after several high-ranking candidates with small distribution loss are extracted by combinatorial optimization, each candidate is evaluated from the viewpoints of voltage imbalance and bank efficiency using the Pareto optimal solution, after which the minimum-loss configuration is chosen as the best configuration among these solutions. Numerical simulations were performed for a real-scale system model consisting of 72 distribution feeders and 234 sectionalizing switches in order to examine the validity of the proposed method.
机译:配电网络具有大量的配置候选,因为网络配置由安装的许多分段开关(打开或关闭)的状态决定,以保持电能质量,可靠性等。由于馈线电流和电压取决于网络配置,因此可以通过更改这些开关的状态来控制配电损耗,电压不平衡和组效率。另外,馈线电流和电压响应于连接到馈线的分布式发电机(DG)(例如光伏发电系统,风力涡轮机发电系统等)的输出而变化。最近,连接到配电网的DG的总数急剧增加。因此,必须考虑来自连接的DG的电源,从配电损耗,电压不平衡,组效率等各种角度对配电网的许多候选配置进行评估。在本文中,作者使用帕累托最优解从三个评估角度(1)配电损耗,(2)电压不平衡和(3)组效率提出了一种多目标优化方法。在提出的方法中,通过组合优化提取了一些分布损耗小的高等级候选者,然后使用帕累托最优解从电压不平衡和组效率的角度评估每个候选者,然后选择最小损耗配置作为这些解决方案中的最佳配置。为了验证该方法的有效性,对由72个配电馈线和234个分段开关组成的实际系统模型进行了数值模拟。

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