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Energy Management of Multiple Microgrids Based on a System of Systems Architecture

机译:基于系统架构系统的多个微电网能源管理

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摘要

The rapid development of microgrid (MG) has made it ready to connect multiple MGs for providing regional power supply. The energy management of a multi-MG (MMG) system is the key to the reliable, economic operation of the interconnected power system. The MMG system is rich in distributed generation sources. The intermittence and volatility of renewable energy sources (RESs), such as wind and solar, cannot be ignored in a large-scale hybrid power system. Therefore, the energy management of a MMG system is a complex problem that coordinates distributed generation units within individual MGs, the power exchange among MGs, and the power trading between the grid and MGs. System of systems (SoS) has been identified as an effective way of forming a MMG system and coordinating the participating MGs for energy management. This paper proposes a hierarchical decentralized SoS architecture for the energy management of a MMG system and, accordingly, formulates it as a bilevel optimization problem. Energy management at the level of individual MGs is modeled as a multiple-stage robust optimization to handle the issue of RES uncertainty. Energy management at the level of MMG system further addresses the problem of spatially unbalanced demand and generation in the area. The proposed MMG energy management is further verified through a case study.
机译:微电网(MG)的快速发展已使其准备好连接多个MG,以提供区域电源。多MG(MMG)系统的能源管理是互连电源系统可靠,经济运行的关键。 MMG系统拥有丰富的分布式发电源。在大型混合动力系统中,风能和太阳能等可再生能源(RES)的间歇性和波动性不容忽视。因此,MMG系统的能量管理是一个复杂的问题,需要协调各个MG中的分布式发电单元,MG之间的电力交换以及电网与MG之间的电力交易。系统系统(SoS)已被确定为形成MMG系统并协调参与的MG进行能源管理的有效方法。本文提出了一种用于MMG系统能源管理的分层分散式SoS体系结构,因此将其表述为双层优化问题。单个MG的能源管理被建模为多阶段鲁棒性优化,以处理RES不确定性问题。 MMG系统级别的能源管理进一步解决了该地区需求和发电空间不平衡的问题。通过案例研究进一步验证了拟议的MMG能源管理。

著录项

  • 来源
    《Power Systems, IEEE Transactions on》 |2018年第6期|6410-6421|共12页
  • 作者单位

    State Grid Zhejiang Electric Power Research Institute, Hangzhou, China;

    State Grid Zhejiang Electric Power Research Institute, Hangzhou, China;

    State Grid Zhejiang Electric Power Research Institute, Hangzhou, China;

    Department of Engineering Management and Systems Engineering, Missouri University of Science and Technology, Rolla, MO, USA;

    Department of Engineering Management and Systems Engineering, Missouri University of Science and Technology, Rolla, MO, USA;

    Department of Engineering Management and Systems Engineering, Missouri University of Science and Technology, Rolla, MO, USA;

    Department of Electrical and Computer Engineering, Wayne State University, Detroit, MI, USA;

  • 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

    Energy management; Optimization; Uncertainty; Power markets; Decentralized control; Microgrids; System of systems;

    机译:能源管理;优化;不确定性;电力市场;分散控制;微电网;系统系统;

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