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首页> 外文期刊>International journal of electrical power and energy systems >Distributed electric energy trading model and strategy analysis based on prospect theory
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Distributed electric energy trading model and strategy analysis based on prospect theory

机译:基于前景理论的分布式电能交易模型与战略分析

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摘要

With the continuous increase of the penetration rate of renewable energy, the traditional centralized clearing mechanism is no longer suitable for the distributed energy trading market. Meanwhile, prosumers' subjective preferences cannot be precisely reflected in the existing researches, which causes deviations from optimal multifeatured real-life human choices, thereby reducing social welfare and market efficiency considering subjectivity. To address these problems, this paper proposes a distributed trading strategy to determine optimal trading decisions for multi-featured prosumers based on prospect theory and adaptive learning process, and promote successful transactions between competitive market participants. Moreover, under the framework of the blockchain, a matching and settlement mechanism based on smart contract is proposed to achieve decentralized and efficient transactions in the distributed power market. Finally, the advantages of our proposed model are discussed by comparing with the zero intelligence method, and the feasibility and rationality of the proposed transaction model are verified on the Remix Ethereum platform.
机译:随着可再生能源渗透率的不断增加,传统的集中式结算机制不再适用于分布式能源交易市场。同时,对现有研究不能精确反映出法制的主观偏好,这导致了从最佳多聚熟实的现实生活中选择的偏差,从而降低了考虑主观性的社会福利和市场效率。为了解决这些问题,本文提出了一种分布式交易策略,以确定基于前景理论和自适应学习过程的多种式法制的最佳交易决策,促进竞争市场参与者之间的成功交易。此外,在区块链的框架下,提出了一种基于智能合同的匹配和结算机制,以实现分布式电力市场的分散和高效的交易。最后,通过与零智能方法进行比较,讨论了我们提出的模型的优点,并在Remereum平台上验证了所提出的交易模型的可行性和合理性。

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