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  • 标题:Electric Power Profiles Contract via Probabilistic Optimization
  • 本地全文:下载
  • 作者:Koji Tsumura
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2021
  • 卷号:54
  • 期号:9
  • 页码:539-543
  • DOI:10.1016/j.ifacol.2021.06.114
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractIn this paper, we deal with a problem of how to make contracts of time series of electric energy, called electric power profiles, in electricity markets. We suppose that each energy supplier can deliver a time series of electric energy in a possible profile. In such situation, each electric power profile has its own value for suppliers and consumers and it should be traded in electric markets appropriately. However, different from a case of ordinary spot markets, which deal with a contract on each time slot independently, an electric power profile includes multidimensional variables according to the number of time slots, then to find a matching of a profile and its price between suppliers and consumers is a hard problem from computation complexity. In order to solve this difficulty, we propose a probabilistic algorithm to find a matching of an electric power profile and its price between suppliers and consumers. A kind of properness of the solution is guaranteed in a probabilistic sense and the method also can avoid the curse of dimensionality. The efficiency of the proposed algorithm and the necessary computation complexity are also verified by a numerical simulation.
  • 关键词:KeywordsElectric power profileContractProbabilistic optimization
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