基于布谷鸟搜索算法的径向配电系统并联电容器优化选址与尺寸研究进展

O. Olabode
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引用次数: 1

摘要

补偿电网无功功率不足是能源管理系统分布中的一个核心问题。随着时间的推移,采用了几种方法来最小化总实际功率损耗和增强母线电压分布。并联电容器自古以来就被用于解决电力系统配电端的无功补偿问题,其使用的效益程度仅取决于正确的选址和尺寸。为此,元启发式算法是实现这些目标的有前途的优化工具。因此,本文对基于径向配电系统中并联电容器最优选址和尺寸的布谷鸟搜索算法进行了全面的综述。在所审查的文章中,除了优点和缺点之外,每种方法的适用性都经过了精心的x射线检查。在此基础上,我们观察到在补偿过程中总是采用两阶段的方法:预先选择电位或敏感节点和补偿所需并联电容器的最佳尺寸。对于预定位,电压稳定指数和损耗敏感系数是相对简单的、非常适合的技术。这篇综述的另一个令人信服的发现是,尼日利亚研究人员对布谷鸟搜索算法的使用关注较少。因此,对于尼日利亚电网系统,布谷鸟搜索算法在无功支持中的应用存在研究空白,有待进一步研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Review of Cuckoo Search Algorithm Based Optimal Siting and Sizing of Shunt Capacitors in Radial Distribution Systems
Compensating reactive power deficiency on power grids is a central concern in the distribution of energy management systems. Several approaches have been adopted over time to minimize the total real power loss and enhancing bus voltage profile. Shunt capacitor has been used from time immemorial for addressing issue of reactive power compensation at the distribution end of power systems, and the extent of benefits derivable from its usage depend solely on correct siting and sizing. To this effect, meta-heuristic algorithms are promising optimization tools for achieving these objectives. This paper, therefore, presents a comprehensive review of cuckoo search algorithm based on optimal siting and sizing of shunt capacitors in radial distribution systems. The suitability, in addition to strengths and weakness of each approaches reported in the reviewed articles have been painstakingly x-rayed. Based on the review, it was observed that a two-stage approach is always adopted in the compensation process: the pre-selection of potential or sensitive nodes and the optimal sizing of shunt capacitors needed for the compensation. For the pre-location, Voltage Stability Index and Loss Sensitivity Factor were found to be comparatively less complex and highly suitable techniques. Another cogent discovery from this review is that less attention has been drawn to the use of cuckoo search algorithm by Nigerian researchers. Therefore, regarding Nigerian electric grid system, the use of cuckoo search algorithm in reactive power support presents a research gap for further investigations.
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