吉林大学学报(信息科学版) ›› 2023, Vol. 41 ›› Issue (3): 512-520.

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基于改进麻雀算法的混合储能容量配置

王广宇, 刘 伟   

  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:2022-05-02 出版日期:2023-06-08 发布日期:2023-06-14
  • 通讯作者: 刘伟(1971— ), 男, 黑龙江宾县人, 东北石油大学教授, 博士,博士生导师, 主要从事电力系统及其自动化研究, (Tel)86-13845966361(E-mail)liuwei@ nepu. edu. cn
  • 作者简介:王广宇(1995— ), 男, 山东滨州人, 东北石油大学硕士研究生, 主要从事电力系统及其自动化研究, ( Tel) 86-18562116258(E-mail)602518973@ qq. com
  • 基金资助:
    黑龙江省自然科学基金资助项目(E201332)

Capacity Allocation of Hybrid Energy Storage Based on Improved Sparrow Algorithm

WANG Guangyu, LIU Wei   

  1. School of Electrical and Information Engineering, Northeast Petroleum University, Daqing 163318, China
  • Received:2022-05-02 Online:2023-06-08 Published:2023-06-14

摘要: 针对传统的分配策略在混合储能系统中存在可用容量差异, 且混合储能系统会因为可用容量不够而停运的问题, 提出一种采用改进麻雀算法的功率分配策略。 该策略将混合储能体系内有效存储容量占总体容量之比最优化作为目标, 并利用改进麻雀算法能更好地解决锂电池跟超级电容之间的功率分配问题。 并且利用超级电容器高功率、 低能量密度的特点, 针对实际工作中会发生可用容量不够的问题, 提出运用锂离子电池根据转移电流调整超级电容器的残余有效储能容量的方法, 并利用模糊控制的转移电流求解方法, 使超级电容器始终保持一定的有效储能容量, 从而增强了超级电容器的持续运营能力。 仿真实验结果表明, 该策略具有快速性、 稳定性及有效性。

关键词: 分布式光伏发电; , 混合储能; , 容量配置; , 改进麻雀算法; , 模糊控制

Abstract: Aiming at the problem that the traditional distribution strategy has a difference in available capacity in the hybrid energy storage system, and the hybrid energy storage system will be out of service due to insufficient available capacity, a power distribution strategy using improved sparrow algorithm is proposed. The ratio of the effective storage capacity to the overall capacity in the system is the optimization objective. And the improved sparrow algorithm can better solve the power distribution problem between lithium batteries and super capacitors. Aiming at the characteristics of high power and low energy density of supercapacitors, and the problem of insufficient available capacity in practical work, a method using lithium-ion batteries to adjust the residual effective energy storage capacity of supercapacitors according to the transfer current is proposed. The controlled transfer current solution method ensures that the supercapacitor always maintains a certain effective energy storage capacity, thereby enhancing the continuous operation capability of the supercapacitor. Finally, the rapidity, stability and effectiveness of the strategy proposed are verified by simulation.

Key words: distributed photovoltaic power generation; , hybrid energy storage, capacity allocation; , improved sparrow algorithm; , fuzzy control

中图分类号: 

  • TP391. 9