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Optimal design of retailer-prosumer electricity tariffs using bilevel optimization

机译:零售商 - 专业电力关税的最佳设计使用彼得优化

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摘要

We compare various flexible tariffs that have been proposed to cost-effectively govern a prosumer?s electricity management?in particular time-of-use (TOU), critical-peak-pricing (CPP), and a real-time-pricing tariff (RTP). As the outside option, we consider a fixed-price tariff (FP) that restricts the specific characteristics of TOU, CPP, and RTP, so that the flexible tariffs are at least as profitable for the prosumer as the FP tariff. We propose bilevel models to determine the optimal interplay between the retailer?s tariff design and the prosumer?s decisions on using the storage, on consumption, and on electricity purchases from as well as electricity sales to the grid. The single-level reformulations of the considered bilevel models are computationally highly challenging optimization problems since they combine bilinearities and mixedinteger aspects for modeling certain tariff structures. Based on a computational study using real-world data, we find that RTP increases retailer profits, however, leads to the largest price volatility for the prosumer. TOU and CPP only yield mild additional retailer profits and, due to the multiplicity of optimal plans on the part of the prosumer, imply uncertain revenues for the retailer.? 2020 Elsevier Ltd. All rights reserved.
机译:我们比较已经提出了各种灵活的关税成本,有效地治理一个准专业?用电管理?特别是时间的使用(TOU),关键的峰值定价(CPP)和实时定价资费( RTP)。由于外部选择,我们认为固定价格的关税(FP),限制TOU,CPP和RTP的具体特点,使得柔性关税至少有利可图产消合一者为FP关税。我们建议双层模型来确定零售商?的关税设计和产消合一者之间的最佳相互作用?的决策对使用存储,消费,以及购买电力从以及电力销售给电网。所考虑的双层模型的单级重新拟订在计算上极具挑战性的优化问题,因为他们结合bilinearities和mixedinteger方面的造型一定的话费结构。基于使用真实世界的数据的计算研究中,我们发现,RTP增加零售商的利润,然而,导致了产消合一者最大的价格波动。 TOU和CPP只产生轻微的额外利润的零售商,而且,由于对产消合一者的一部分最优方案的多样性,意味着不确定的营收为零售商? 2020 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Omega 》 |2021年第7期| 102327.1-102327.17| 共17页
  • 作者单位

    Friedrich Alexander Univ Erlangen Nurnberg Chair Econ Theory Lange Gasse 20 D-90403 Nurnberg Germany|Energie Campus Nurnberg Further Str 250 D-90429 Nurnberg Germany;

    Friedrich Alexander Univ Erlangen Nurnberg Discrete Optimizat Cauerstr 11 D-91058 Erlangen Germany|Energie Campus Nurnberg Further Str 250 D-90429 Nurnberg Germany;

    Univ Edinburgh Sch Math James Clerk Maxwell Bldg Peter Guthrie Tait Rd Edinburgh EH9 3FD Midlothian Scotland|Energie Campus Nurnberg Further Str 250 D-90429 Nurnberg Germany;

    Trier Univ Dept Math Univ Ring 15 D-54296 Trier Germany|Energie Campus Nurnberg Further Str 250 D-90429 Nurnberg Germany;

    Friedrich Alexander Univ Erlangen Nurnberg Ind Org & Energy Markets Lange Gasse 20 D-90403 Nurnberg Germany|Energie Campus Nurnberg Further Str 250 D-90429 Nurnberg Germany;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Electricity tariffs; Pricing; Bilevel optimization; Mixed-integer optimization; Tariff design;

    机译:电力关税;定价;贝纤维优化;混合整数优化;关税设计;

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