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Real-time pricing scheme based on Stackelberg game in smart grid with multiple power retailers

机译:具有多个电力零售商的智能电网中基于Stackelberg游戏的实时定价方案

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摘要

As an essential characteristic of smart grid, demand response may reduce the power consumption of users and the operating expense of power suppliers. Real-time pricing is the key component of demand response that encourages power utilization in an efficient and economical way. In this paper, we study the real-time pricing scheme in smart grid with multiple retailers and multiple residential users using Stackelberg game. Additionally, the price competition among power retailers is formulated as a noncooperative game, while the coordination among the residential users is formulated as an evolutionary game considering the private information of power retailers and residential users. The existence of Stackelberg equilibrium is proved. Moreover, two special algorithms are developed to solve the equilibrium. Numerical results show the convergence of algorithms, and also confirm the efficiency and effectiveness of proposed real-time pricing scheme. (C) 2017 Elsevier B.V. All rights reserved.
机译:作为智能电网的基本特征,需求响应可以减少用户的功耗和电力供应商的运营费用。实时定价是需求响应的关键组成部分,它以有效和经济的方式鼓励用电。在本文中,我们使用Stackelberg游戏研究了具有多个零售商和多个居民用户的智能电网中的实时定价方案。另外,电力零售商之间的价格竞争被表述为非合作博弈,而居民用户之间的协调被制定为考虑了电力零售商和居民用户的私人信息的演化博弈。证明了Stackelberg平衡的存在。此外,还开发了两种特殊算法来解决平衡问题。数值结果表明了算法的收敛性,也证实了所提出的实时定价方案的效率和有效性。 (C)2017 Elsevier B.V.保留所有权利。

著录项

  • 来源
    《Neurocomputing》 |2017年第18期|149-156|共8页
  • 作者单位

    Qingdao Univ, Sch Math & Stat, Qingdao, Peoples R China|Inst Appl Math Shandong, Qingdao, Peoples R China;

    Univ Shanghai Sci & Technol, Sch Management, Shanghai, Peoples R China;

    Qingdao Univ, Sch Math & Stat, Qingdao, Peoples R China|Inst Appl Math Shandong, Qingdao, Peoples R China;

    Univ Shanghai Sci & Technol, Sch Management, Shanghai, 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

    Smart grid; Demand response; Real-time pricing; Stackelberg game;

    机译:智能电网;需求响应;实时定价;Stackelberg游戏;

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