利用白鲸优化法优化配电系统中电容器组的分配和大小,以减少电能损耗

IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC International Transactions on Electrical Energy Systems Pub Date : 2024-09-14 DOI:10.1155/2024/7837832
Sitotaw Mengesha Adal, Ermiyas Tesfakiros Reda
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引用次数: 0

摘要

配电系统的一部分是配电馈线。由于存在功率损耗和运输过程总成本的增加,载荷较多且线路较长的公共汽车会遇到很大的问题。因此,总体功率损耗最小化是主要目标。配电线路中电容器组的最佳尺寸和分配可用于最大限度地降低总损耗。在此优化过程中采用了 BWO 技术。在 MATLAB 中使用后向-前向扫频负载流来计算功率流。根据损耗灵敏度 (LSF) 和 BWO,选择了敏感母线。测试在标准 IEEE 34 和 85 总线径向配电系统上进行。34 总线径向系统的仿真结果与 PSO、GWO、WO 和 IWO 的结果大相径庭。在 85 总线径向系统中,结果与 PSO、WO 和 BFOA 的结果相同。在这两种情况下,建议技术的结果都优于现有方法。因此,结果表明 BWO 可以有效地用于未来的选择,通过优化电容器的大小和位置来改善大型配电网络。
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Optimal Allocation and Sizing of Capacitor Banks in Distribution System to Reduce the Power Loss Using Beluga Whale Optimization

One portion of the distribution system is the distribution feeder. Buses carrying more loads and having long-distance route lines are significant problems due to the presence of power loss and the increase in the overall cost of the transportation process. Hence, the overall power loss minimization is taken as the major objective. The best sizing and allocation of capacitors in a bank in the distribution line are used to minimize the total loss. BWO technique is utilized in this optimization process. The backward-forward sweep load flow is used for the computation of the power flow in MATLAB. The sensitive buses have been chosen according to the factor of loss sensitivity (LSF) and using BWO. The validity of the test has been made on the standard IEEE 34 and 85 bus radial distribution system. The simulation results in the 34-bus radial system are much different from the results of PSO, GWO, WO, and IWO. In the 85-bus radial system, the results are seen with the outcomes of PSO, WO, and BFOA. In both cases, the results of the proposed technique are found to be better than the existing methods. Therefore, the result shows that BWO can be effective for future selection to improve large distribution networks by sizing and locating the capacitors optimally.

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来源期刊
International Transactions on Electrical Energy Systems
International Transactions on Electrical Energy Systems ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
6.70
自引率
8.70%
发文量
342
期刊介绍: International Transactions on Electrical Energy Systems publishes original research results on key advances in the generation, transmission, and distribution of electrical energy systems. Of particular interest are submissions concerning the modeling, analysis, optimization and control of advanced electric power systems. Manuscripts on topics of economics, finance, policies, insulation materials, low-voltage power electronics, plasmas, and magnetics will generally not be considered for review.
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