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一种采用黄金胡狼优化器的优化并联有源电力滤波器,用于改善电能质量。

An optimized shunt active power filter using the golden Jackal optimizer for power quality improvement.

作者信息

Bakria Derradji, Laouid Abdelkader Azzeddine, Korich Belkacem, Beladel Abdelkader, Teta Ali, Mohammedi Ridha Djamel, Elsayed Salah K, Ali Enas, Aeggegn Dessalegn Bitew, Ghoneim Sherif S M

机构信息

Applied Automation and Industrial Diagnostics Laboratory LAADI, Ziane Achour University of Djelfa, PO Box 3117, Djelfa, 17000, Algeria.

Department of Electrical Engineering, LASER Lab, Ziane Achour University of Djelfa, PO Box 3117, Djelfa, 17000, Algeria.

出版信息

Sci Rep. 2025 May 7;15(1):15869. doi: 10.1038/s41598-025-00204-1.

Abstract

Integration of nonlinear loads in modern power systems has led to many issues arising mainly due to the generation of harmonic currents and the presence of reactive power, both having adverse effects on power quality and grid stability. Harmonic currents cause increased losses, overheating of equipment, and voltage distortions, while reactive power imbalances result in inefficiencies in power delivery and compromised system performance. To overcome these problems, a Shunt Active Power FIlter design and an optimal control strategy for harmonic mitigation and reactive power compensation are proposed in this paper. The design incorporates an optimized anti-windup PI controller for DC-link voltage regulation and an optimized output filter to enhance the quality of the injected current. This design is formulated as an optimization problem and solved using the Golden Jackal Optimizer. MATLAB/Simulink simulations validate the proposed method under different operating conditions, covering dynamic change of loads and unbalanced grid conditions. The result shows a remarkable reduction in Total Harmonic Distortion (THD) of grid current, and reactive power compensation meanwhile maintaining the stability of the grid.

摘要

现代电力系统中非线性负载的集成导致了许多问题,主要是由于谐波电流的产生和无功功率的存在,这两者都会对电能质量和电网稳定性产生不利影响。谐波电流会导致损耗增加、设备过热和电压畸变,而无功功率不平衡则会导致电力输送效率低下和系统性能受损。为了克服这些问题,本文提出了一种并联有源电力滤波器设计以及用于谐波抑制和无功功率补偿的最优控制策略。该设计采用了一种优化的抗积分饱和PI控制器来调节直流母线电压,并采用了一种优化的输出滤波器来提高注入电流的质量。该设计被表述为一个优化问题,并使用金豺优化器进行求解。MATLAB/Simulink仿真在不同运行条件下验证了所提出的方法,涵盖了负载的动态变化和电网不平衡条件。结果表明,电网电流的总谐波失真(THD)显著降低,同时无功功率得到补偿,电网稳定性得以维持。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fbee/12059022/f3b2a1073b1a/41598_2025_204_Fig1_HTML.jpg

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