吉林大学学报(信息科学版) ›› 2025, Vol. 43 ›› Issue (6): 1278-1288.

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融合Logistic映射的BFA算法光伏阵列重构技术

曹 雪, 冯吉昊   

  1. 东北石油大学 电气信息工程学院, 黑龙江 大庆 163318
  • 收稿日期:2024-10-15 出版日期:2025-12-08 发布日期:2025-12-08
  • 作者简介:曹雪(1984—), 女, 黑龙江大庆人, 东北石油大学讲师, 硕士生导师, 主要从事电力电子与电力传动研究, (Tel)86- 18504591551(E-mail)179834559@ qq. com。
  • 基金资助:
    黑龙江省自然科学基金资助项目(LH2022E024)

BFA Algorithm of Fusion Logistic Mapping for PV Array Reconstruction Technology

CAO Xue, FENG Jihao   

  1. School of Electrical and Information Engineering, Northeastern Petroleum University, Daqing 163318, China
  • Received:2024-10-15 Online:2025-12-08 Published:2025-12-08

摘要:

为减轻光伏阵列在局部阴影下的功率失配损失, 提高光伏阵列的发电效率, 针对全交叉连接(TCT:Total-Cross-Tied)的光伏阵列, 提出了一种融合 Logistic 混沌映射的二进制萤火虫算法 ( BFA: Binary Firefly Algorithm), 用于局部阴影下 TCT 光伏阵列的动态重构。该方法仅通过调整光伏组件间的电气连接方式, 使光伏阵列各行之间的辐照度达到均衡, 从而减轻局部阴影对光伏阵列输出功率的影响。在 Matlab / Simulink 软件中搭建光伏阵列模型, 将所提方法与现有静态重构方法中数独( SuDoKu)方法和动态重构中的哈里斯鹰算法
(HHO: Harris Hawks Optimization)分别在短宽型(SW: Short Wide)阴影、长宽型(LW: Long Wide)阴影和随机型3种阴影模式下进行仿真分析。结果表明, BFA 算法较未重构的 TCT 光伏阵列输出功率分别提高 34. 6% 、26. 0% 和 9. 36% , 证明所提算法在光伏阵列优化重构方面具有较强能力, 并对不同阴影模式适应性较强。

关键词:

Abstract:

To reduce the power mismatch loss of photovoltaic arrays under PSC(Partial Shading Conditions) and improve power generation efficiency, a BFA(Binary Firefly Algorithm) incorporating Logistic chaotic mapping for dynamic reconfiguration of TCT( Total-Cross-Tied) photovoltaic arrays under partial shading is proposed. The method balances irradiance among array rows by adjusting electrical connections between photovoltaic modules,thereby mitigating the impact of local shading on output power. A photovoltaic array model is established in MATLAB / Simulink to compare the proposed method with existing static reconfiguration (SuDoKu) and dynamic
reconfiguration HHO(Harris Hawks Optimization) approaches under three shading patterns: SW(Short Wide),LW(Long Wide), and random. Simulation results demonstrate that the BFA algorithm increases output power by 34. 6% , 26. 0% , and 9. 36% compared to the unreconfigured TCT structure, respectively, verifying its effectiveness in photovoltaic array optimization and adaptability to different shading patterns.

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中图分类号: 

  • TP18