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Multi-stage dynamic optimal allocation for battery energy storage system in distribution networks with photovoltaic system

机译:具有光伏系统分配网络电池储能系统的多级动态分配

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摘要

In this article, a multi-stage optimal allocation method for battery energy storage system (BESS) in distribution networks with photovoltaic (PV) system is proposed, which is to obtain its optimal installation location, capacity, power, and investment time. This method takes the time value of money, the PV growth rate, and the load increase during the investment period into consideration. Firstly, genetic algorithm and gravity search algorithm are combined to solve a single-stage static optimal allocation problem and the BESS installation location and parameters in target year are obtained. Then, the obtained parameters are regarded as constraints and a heuristic multi-path forward dynamic programming method is used to determine the specific investment time of each equipment. Finally, a case study is used to verify the effectiveness and the economy of the proposed method. The research provides a theoretical basis for the optimal allocation of BESS in distribution networks.
机译:在本文中,提出了一种具有光伏网络(PV)系统的电池能量存储系统(BESS)的多级最佳分配方法,其是获得其最佳安装位置,容量,功率和投资时间。这种方法考虑到投资期间的金钱,光伏增长率和负荷增加。首先,遗传算法和重力搜索算法组合以解决单级静态最佳分配问题,并且获得目标年份中的僵尸安装位置和参数。然后,所获得的参数被认为是约束,并且启发式多路径前进动态编程方法用于确定每个设备的特定投资时间。最后,使用案例研究来验证所提出的方法的有效性和经济性。该研究为分发网络中的最佳分配提供了一种理论依据。

著录项

  • 来源
    《European transactions on electrical power engineering》 |2020年第12期|e12644.1-e12644.20|共20页
  • 作者单位

    Shandong Univ Key Lab Power Syst Intelligent Dispatch & Control Minist Educ Jinan 250061 Peoples R China;

    Shandong Univ Key Lab Power Syst Intelligent Dispatch & Control Minist Educ Jinan 250061 Peoples R China;

    Shandong Univ Key Lab Power Syst Intelligent Dispatch & Control Minist Educ Jinan 250061 Peoples R China;

    Shandong Univ Key Lab Power Syst Intelligent Dispatch & Control Minist Educ Jinan 250061 Peoples R China|Tech Univ Denmark Dept Elect Engn Ctr Elect Power & Energy Lyngby Denmark;

    Nanyang Technol Univ Sch Elect & Elect Engn Jurong West Singapore;

    Tianjin Univ Key Lab Smart Grid Minist Educ Tianjin Peoples R China;

    Zhejiang Elect Power Corp Res Inst Hangzhou Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    battery energy storage system; multi-stage dynamic; GA-GSA; optimal allocation;

    机译:电池储能系统;多级动态;GA-GSA;最优分配;

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