利用鲸鱼优化算法优化径向分配系统中过滤器的位置和尺寸

Aswin Rosyadi, O. Penangsang, A. Soeprijanto
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引用次数: 18

摘要

径向配电系统(RDS)具有结构简单、投资成本低等优点,是目前应用最广泛的配电系统。由于非线性负载的加入,给系统带来了功率损耗和谐波扩散等问题。谐波畸变的增大将导致绝缘寿命缩短、温度升高和器件故障。这些都是不希望的,因为它可能会影响电压分布和增加功率损失。因此,为了减少这些不良影响,本文提出了鲸鱼优化算法(WOA)来确定无源谐波滤波器的最佳尺寸和位置,以减少功率损耗,并将有效谐波电压分布和总谐波失真(THD)保持在规定的范围内。此外,基于前后向扫描算法的谐波负荷流(HLF)分析显示了谐波源对总损耗的影响。本文所提出的方法可以很容易地扩展到不同的径向配电网结构。该算法在标准的13总线测试系统上得到了验证。
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Optimal filter placement and sizing in radial distribution system using whale optimization algorithm
Radial Distribution System (RDS) is the most widely used system for power distribution because it has a simple architecture and low investment cost. Due to the addition of nonlinear loads, some challenges are raised such as power losses, and the spread of harmonics. The increasing harmonic distortion will result in shorter insulation lifetime, higher temperature and also device malfunction. These are undesirable as it may affect the voltage profile and increase the power losses. Therefore, to reduce these undesirable impacts, this paper proposes the whale optimization algorithm (WOA) to determine optimal size and placement of passive harmonic filters to reduce power losses and keep the effective harmonic voltage profile and the total harmonic distortion (THD) within prescribed limits. Also, harmonic load flow (HLF) based on backward-forward sweep algorithm is performed to show the effect of harmonic sources on total power loss. The proposed methodology used in this paper can be easily extended to different radial distribution network configurations. The proposed algorithm is validated by applying it on the standard 13-bus test system.
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