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Energy trading in microgrids for synergies among electricity, hydrogen and heat networks

机译:微电网中的能量交易,用于电力,氢气和热网络中的协同作用

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摘要

The emerging paradigm of interconnected microgrids advocates energy trading or sharing among multiple microgrids. It helps make full use of the temporal availability of energy and diversity in operational costs when meeting various energy loads. However, energy trading might not completely absorb excess renewable energy. A multi-energy management framework including fuel cell vehicles, energy storage, combined heat and power system, and renewable energy is proposed, and the characteristics and scheduling arrangements of fuel cell vehicles are considered to further improve the local absorption of the renewable energy and enhance the economic benefits of microgrids. While intensive research has been conducted on energy scheduling and trading problem, a fundamental question still remains unanswered on microgrid economics. Namely, due to multi-energy coupling, stochastic renewable energy generation and demands, when and how a microgrid should schedule and trade energy with others, which maximizes its long-term benefit This paper designs a joint energy scheduling and trading algorithm based on Lyapunov optimization and a double-auction mechanism. Its purpose is to determine the valuations of energy in the auction, optimally schedule energy distribution, and strategically purchase and sell energy with the current electricity prices. Simulations based on real data show that each individual microgrid, under the management of the proposed algorithm, can achieve a time-averaged profit that is arbitrarily close to an optimum value, while avoiding compromising its own comfort.
机译:相互连接的微电网的新兴范式倡导多种微电网之间的能量交易或共享。它有助于在满足各种能量负荷时充分利用能源和多样性的运营成本。然而,能源交易可能无法完全吸收多余的可再生能源。提出了一种多能源管理框架,包括燃料电池车辆,能量存储,综合发热和电力系统和可再生能量,并且认为燃料电池车辆的特性和调度布置被认为进一步改善了可再生能源的局部吸收和增强微电网的经济效益。虽然在能源调度和交易问题上进行了密集的研究,但在微电网经济学上仍然仍未答复的基本问题。即,由于多能量耦合,随机可再生能源产生和需求,何时以及如何以及如何与他人安排和交易能源,这使得其长期效益最大化本文设计了基于Lyapunov优化的联合能源调度和交易算法和双拍卖机制。其目的是确定拍卖中能源的估值,最佳地安排能源分配,并以目前的电价购买和销售能源。基于实际数据的仿真显示,在所提出的算法管理下,每个单独的微电网都可以实现时间平均的利润,这些利润是任意接近最佳值的盈利,同时避免损害自己的舒适度。

著录项

  • 来源
    《Applied Energy》 |2020年第15期|115225.1-115225.14|共14页
  • 作者单位

    Shanghai Jiao Tong Univ Dept Automat Shanghai 200240 Peoples R China|Minist Educ China Key Lab Syst Control & Informat Proc Shanghai 200240 Peoples R China;

    Shanghai Jiao Tong Univ Dept Automat Shanghai 200240 Peoples R China|Minist Educ China Key Lab Syst Control & Informat Proc Shanghai 200240 Peoples R China;

    Shanghai Jiao Tong Univ Dept Automat Shanghai 200240 Peoples R China|Minist Educ China Key Lab Syst Control & Informat Proc Shanghai 200240 Peoples R China;

    Yanshan Univ Key Lab Ind Comp Control Engn Hebei Prov Qinhuangdao 066004 Hebei Peoples R China;

    Shanghai Jiao Tong Univ Dept Automat Shanghai 200240 Peoples R China|Minist Educ China Key Lab Syst Control & Informat Proc Shanghai 200240 Peoples R China;

    Shanghai Jiao Tong Univ Univ Michigan Shanghai Jiao Tong Univ Joint Inst Shanghai 200240 Peoples R China;

    Shanghai Jiao Tong Univ Dept Automat Shanghai 200240 Peoples R China|Minist Educ China Key Lab Syst Control & Informat Proc Shanghai 200240 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

    Multi-energy microgrid; Energy trading; Energy storage; Lyapunov optimization; Double-auction;

    机译:多能量微电网;能源交易;储能;Lyapunov优化;双拍卖;

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