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Optimal Filter Placement and Sizing Using Ant Colony Optimization in Electrical Distribution System

机译:配电系统中蚁群算法的最优过滤器布置和选型

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This paper presents an application of the Ant Colony algorithm for optimizing filter placement and sizing on a radial distribution system to reduce power losses and keep the effective harmonic voltage values and the total harmonic distortion (THD) within prescribed limits. First, a harmonic load flow (HLF) algorithm is performed to demonstrate the effect of harmonic sources on total power loss. Then the Ant Colony algorithm is used in conjunction with HLF to place a selection of filter sizes available at each possible location so that both power loss and THD are minimized. As a result the optimal adjustment of location and size of the filter are determined. Results of computational experiments on standard test systems are presented to demonstrate improvement and effectiveness of using the filters at the optimal location. The methodology used can be easily extended to different distribution network configurations.
机译:本文介绍了一种蚁群算法的应用,该算法可优化滤波器的位置并在径向分布系统上确定尺寸,以减少功率损耗并将有效谐波电压值和总谐波失真(THD)保持在规定的范围内。首先,执行谐波潮流(HLF)算法来演示谐波源对总功率损耗的影响。然后,将蚁群算法与HLF结合使用,以在每个可能的位置放置可用的过滤器大小选择,以使功率损耗和THD最小化。结果,确定了过滤器的位置和尺寸的最佳调整。提出了在标准测试系统上进行的计算实验结果,以证明在最佳位置使用过滤器的改进和有效性。所使用的方法可以轻松扩展到不同的配电网络配置。

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