基于改进麻雀搜索算法的机场微电网优化调度策略
DOI:
作者:
作者单位:

1.陕西科技大学电气与控制工程学院;2.西安睿诺航空装备有限公司

作者简介:

通讯作者:

中图分类号:

TM732?

基金项目:

陕西省重点研发项目(2021GY-135)


Optimal Dispatching Strategy of Airport Microgrid Based on Improved Sparrow Search Algorithm
Author:
Affiliation:

1.Shaanxi University of Science &2.Technology;3.Xi’an Ruinuo Aviation Equipment Co. Ltd.

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    未来机场供电系统将纳入多种分布式电源,逐步向机场微电网发展。为提升机场微电网运行经济性,机场微电网需要应用调度策略。针对传统调度策略在快速性和精准性上存在不足的问题,以典型机场微电网为研究对象,建立了机场微电网的优化调度模型,提出一种改进型麻雀搜索算法,相比基本麻雀搜索算法,加入非线性变化权重因子以避免算法进入局部收敛。将此改进算法用于机场微电网优化调度求解,对比分析结果表明提出的改进麻雀搜索算法具有收敛速度快,寻优精度高的优点,可有效降低机场微电网运行成本。

    Abstract:

    In the future, the airport power supply system will incorporate a variety of distributed power sources and gradually develop towards the airport microgrid. In order to improve the operating economy of the airport microgrid, the airport microgrid needs to apply a dispatching strategy. Aiming at the shortcomings of the traditional dispatching strategy in terms of speed and accuracy, taking the typical airport microgrid as the research object, an optimized dispatching model of the airport microgrid is established, and an improved sparrow search algorithm is proposed, which is compared with the basic sparrow search algorithm. Adding a non-linear change weight factor to prevent the algorithm from entering local convergence. This improved algorithm is used to solve the optimal dispatching of airport microgrid. The comparative analysis results show that the proposed improved sparrow search algorithm has the advantages of fast convergence speed and high optimization accuracy, which can effectively reduce the operating cost of airport microgrid.

    参考文献
    相似文献
    引证文献
引用本文
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:2021-05-07
  • 最后修改日期:2021-06-15
  • 录用日期:2021-07-26
  • 在线发布日期:
  • 出版日期: