使用改进的蜣螂算法动态重建基于阵列的全交叉光伏阵列

Q1 Engineering
Peijin Liu;Tao Huang;Yong Chen;Lei Dong;Fei Yu
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引用次数: 0

摘要

本文提出了一种基于改进型蜣螂算法(IDBO)的光伏阵列动态重新配置方法,以解决部分遮阳条件(PSCs)引起的光伏阵列失配损失问题。为了建立全交叉绑定(TCT)光伏阵列的输出功率-电流(P-I)分割函数和电气开关的约束函数,使用 IDBO 算法对 P-I 分割函数和电气开关约束函数进行了优化。在 6×6 光伏阵列的六种遮光情况下,使用两种评估标准:失配损失和功率增强百分比,将 IDBO 与无算法重新配置和其他五种启发式算法进行了比较。此外,还展示了通过 IDBO 重新配置的光伏阵列的辐照分布。结果表明,IDBO 有效地提高了光伏阵列的输出功率,降低了失配损失。输出光伏曲线趋于呈现单一峰值,重构结果优于其他方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic Reconstruction of Total-Cross-Tied Photovoltaic Array Based on Arrays Using an Improved Dung Beetle Algorithm
A dynamic reconfiguration method for photovoltaic (PV) arrays based on an improved dung beetle algorithm (IDBO) to address the issue of PV array mismatch loss caused by partial shading conditions (PSCs) is proposed. To establish the output power-current (P-I) segmentation function for the total-cross-tied (TCT) PV array and the constraint function for the electrical switches, the IDBO algorithm was used to optimize both the P-I segmentation function and the electrical switch constraint function. IDBO is compared with algorithm-free reconfiguration and five other heuristic algorithms using two evaluation criteria: mismatch loss and power enhancement percentage, across six shading scenarios for 6×6 PV arrays. The irradiation distribution of PV arrays reconfigured by IDBO is also presented. The results show that IDBO effectively increases the output power of PV arrays and reduces mismatch loss. The output PV curves tend to exhibit a single peak, and the reconstruction results are superior to those obtained with the other methods.
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来源期刊
Chinese Journal of Electrical Engineering
Chinese Journal of Electrical Engineering Energy-Energy Engineering and Power Technology
CiteScore
7.80
自引率
0.00%
发文量
621
审稿时长
12 weeks
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