Optimal Placement and Sizing of Capacitor Banks in Radial Distribution Systems Using the Whale Optimization Algorithm

Adham Osama, Hatem H. Zeineldin, El-Fouly Tarek H.M., E. El-Saadany
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Abstract

Capacitor banks (CBs) are widely utilized in electrical distribution networks for reactive power compensation. This study introduces a two-step approach for identifying the optimal location and sizing of CBs in a 34-bus radial distribution network. The proper allocation of CBs in distribution networks provides several benefits such as power loss reduction, boosting net savings, and improving feeders’ voltage profiles. The swarm optimization algorithm selected in this study is the Whale optimization Algorithm (WOA) to find the optimal sizing and allocation of capacitors in the proposed system. The first step in this study will find the fittest buses for capacitors allocation through the loss sensitivity indices and then the second step comes to optimally identify the best locations and sizes of CBs using the whale optimization algorithm. The optimal capacitor placement (OCP) problem considers minimizing the total cost comprising the active power loss cost, the capacitors purchase, and capacitors installation costs. Three cases are studied and compared, the uncompensated case (without reactive power compensation), the fixed capacitors, and the switched capacitors. The results showed the capability of WOA to improve the overall performance in terms of the annual cost, the percentage of energy loss reduction, and the net saving in ${\$}$/year.
基于Whale优化算法的径向配电系统中电容器组的最优布局和尺寸
电容器组在配电网中广泛应用于无功补偿。本文介绍了一种两步法来确定34总线径向配电网中cb的最佳位置和尺寸。在配电网中适当分配cb可以带来一些好处,例如减少功率损耗、提高净节约和改善馈线的电压分布。本文选择的群体优化算法为Whale optimization algorithm (WOA),用于寻找系统中电容器的最优尺寸和分配。本研究的第一步是通过损耗灵敏度指数找到最适合电容器配置的总线,第二步是使用鲸鱼优化算法最优地确定电容器的最佳位置和尺寸。电容器最优配置(OCP)问题考虑了包括有功损耗成本、电容器购买成本和电容器安装成本在内的总成本的最小化。对无功补偿、固定电容和开关电容三种情况进行了研究和比较。结果表明,WOA在年成本、能量损失降低百分比和净节省${\$}$/年方面能够提高整体性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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