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Study on the promotion impact of demand response on distributed PV penetration by using non-cooperative game theoretical analysis

机译:基于非合作博弈理论的需求响应对分布式光伏渗透的促进影响研究

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摘要

Promoting the penetration of distributed photovoltaic systems (PV) at the end-user side is an important and urgent task. This study aims to evaluate the promotion impact of the response capability of smart home consumers on the distributed PV penetration using non-cooperative game theoretical analysis. In the analysis, the Nash equilibrium can be found for consumers with different levels of demand response capability in an electricity market with real-time pricing (RTP) mechanism under different PV installed capacities and battery capacities. As a case study, 5 levels of consumers' response capability, 32 combinations of PV installed capacities and battery capacities were analyzed and inter-compared using the developed model. The results show that: (i) the consumers with higher response capability are able to accept larger PV capacity because the marginal revenue of new installed PV for smart consumers decreases much more slowly compared to that of a common consumer; (ii) the consumers with higher response capability need less batteries to promote PV economic acceptability; (iii) the consumers with higher response capability can meet the electricity demand in real-time with least expenditure, so they get more ultimate benefit from the games. (C) 2016 Elsevier Ltd. All rights reserved.
机译:在最终用户端促进分布式光伏系统(PV)的普及是一项重要而紧迫的任务。本研究旨在通过非合作博弈理论分析评估智能家居消费者响应能力对分布式PV渗透的促进影响。在分析中,可以在具有不同光伏安装量和电池容量的实时定价(RTP)机制的电力市场中,为具有不同级别需求响应能力的消费者找到纳什均衡。作为案例研究,使用开发的模型分析并相互比较了5个级别的消费者响应能力,32个光伏装机容量和电池容量的组合。结果表明:(i)具有较高响应能力的消费者能够接受更大的PV容量,因为与普通消费者相比,智能消费者新安装的PV的边际收益下降得慢得多; (ii)具有较高响应能力的消费者需要较少的电池以提高光伏经济性; (iii)具有较高响应能力的消费者可以用最少的费用实时满足电力需求,因此他们从游戏中获得更多的最终利益。 (C)2016 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Applied Energy》 |2017年第2期|1869-1878|共10页
  • 作者单位

    China Univ Petr, Acad Chinese Energy Strategy, Beijing 102249, Peoples R China;

    China Univ Petr, Acad Chinese Energy Strategy, Beijing 102249, Peoples R China;

    Malardalen Univ, Sch Business Soc & Engn, Vasteras, Sweden;

    Kyoto Univ, Grad Sch Energy Sci, Kyoto, Japan;

    China Univ Petr, Acad Chinese Energy Strategy, Beijing 102249, Peoples R China;

    China Univ Petr, Acad Chinese Energy Strategy, Beijing 102249, Peoples R China;

    China Univ Petr, Acad Chinese Energy Strategy, Beijing 102249, 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

    Demand response; Distributed PV; Real-time pricing; Non-cooperative game; Complementarity model;

    机译:需求响应;分布式光伏;实时定价;非合作博弈;互补模型;

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