将Salp群算法应用于配电网电容器最优配置问题,以实现年成本节约

V. Shanmugasundaram, G. Srinivasan, M. Lavanya
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引用次数: 0

摘要

公用事业公司被迫在径向配电系统(DS)中提高整体效率。从文献中可以证明,无功功率补偿在减小漏损和提高径向DSs的母线电压分布在允许范围内有很好的效果。本文提出了salp swarm算法(SSA)来有效地解决这一问题。这种技术的优点是它可以为电容器的选址和尺寸提供全局或接近全局的最佳选择。本研究的主要目的是通过优化电容器的布局和尺寸来获得年度经济效益。然而,这可以通过最小化目标函数来实现,该目标函数由基于成本的功率损耗和考虑三种不同负载水平的径向DS上的电容器成本组成。该技术已在IEEE 69标准和改进的12个总线系统上进行了测试。将计算结果与前人的研究结果进行了比较,证明了SSA能更有效地减小PLoss,从而获得经济效益。
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Salp swarm algorithm applied to optimal capacitor allocation problem in distribution network for annual cost savings
Utilities have been forced to raise the overall efficiency towards a better position in radial distribution systems (DS). From the literature, it has been proved that reactive power compensation performs well in minimizing the PLoss and enhancing the bus voltage profile within the permissible range in radial DSs. This work presents the salp swarm algorithm (SSA) to solve the problem efficiently. The merit of this technique is that it can offer a global or near-global optimum for capacitor siting and sizing. The main intention of this study is to obtain annual financial benefits using the placement and sizing of capacitors optimally. This can however be achieved by minimizing the objective function composed of cost-based power loss and capacitor cost on radial DS considering three different load levels. The proposed technique has been tested on standard IEEE 69 and modified 12 bus systems. Computational results are compared with the results obtained by the previous published work and proved that SSA can minimize the PLoss more effectively thereby financial benefit.
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来源期刊
International Journal of Applied Science and Engineering
International Journal of Applied Science and Engineering Agricultural and Biological Sciences-Agricultural and Biological Sciences (all)
CiteScore
2.90
自引率
0.00%
发文量
22
期刊介绍: IJASE is a journal which publishes original articles on research and development in the fields of applied science and engineering. Topics of interest include, but are not limited to: - Applied mathematics - Biochemical engineering - Chemical engineering - Civil engineering - Computer engineering and software - Electrical/electronic engineering - Environmental engineering - Industrial engineering and ergonomics - Mechanical engineering.
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