Cost-based Optimal Allocation of Shunt Capacitors in Radial Distribution Networks considering Load Types

S. Salimon, Ismail Adeyemi Adeyemo, G. Adepoju, Abiodun Aderemi Baruwa, I. Adebayo, A. P. Adeagbo
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Abstract

Optimal allocation of shunt capacitors in radial distribution networks (RDNs) have been obtained using several techniques taking the average of the network as constant power load. However, there are different load types on the distribution network that can significantly determine the size and location of shunt capacitors. In this study, the black widow optimizer technique is utilized for optimal allocation of shunt capacitors considering the constant impedance, constant current, constant power and combination of loads scenarios in the radial distribution network. The objective of the study is minimization of the total annual operating cost composed of cost due to power loss, shunt capacitor’s investment, installation and operation cost. The proposed method is implemented on the IEEE 33-bus and 69-bus radial distribution networks. The simulation results establish the effectiveness of the proposed technique for the four considered load models. The combination load model yielded the highest percentage savings of 34.79% and 29.62 % of the total annual operating cost for the IEEE 33-bus and 69-bus RDN, respectively. The effectiveness and efficiency of the proposed BWO were confirmed by a comparison of the results of the constant power model with well-established optimization techniques found in open works of literature.
考虑负荷类型的径向配电网并联电容器成本优化配置
以电网的平均负荷为恒负荷,采用几种方法对径向配电网中并联电容器进行了优化配置。然而,配电网上不同的负载类型可以显著地决定并联电容器的尺寸和位置。在本研究中,利用黑寡妇优化器技术对径向配电网中恒阻抗、恒电流、恒功率和负载组合情况下并联电容器的优化配置进行了研究。研究的目的是使每年的总运行成本(包括功率损耗成本、并联电容器投资成本、安装成本和运行成本)最小。该方法在IEEE 33总线和69总线径向配电网上实现。仿真结果验证了该方法对四种负荷模型的有效性。对于IEEE 33总线RDN和69总线RDN,组合负载模型分别节省了34.79%和29.62%的年度总运营成本。通过将恒定功率模型的结果与公开文献中发现的成熟优化技术的结果进行比较,证实了所提出的BWO的有效性和效率。
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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