《Two-Step market clearing for local energy trading in feeder-based
markets》
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作者:
Mohsen Khorasany, Yateendra Mishra, Gerard Ledwich
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最新提交年份:
2019
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英文摘要:
Recent innovations in Information and Communication Technologies (ICT) provide new opportunities and challenges for integration of distributed energy resources (DERs) into the energy supply system as active market players. By increasing integration of DERs, novel market platform should be designed for these new market players. The designed electricity market should maximize market surplus for consumers and suppliers and provide correct incentives for them to join the market and follow market rules. In this paper, a feeder-based market is proposed for local energy trading among prosumers and consumers in the distribution system. In this market, market players are allowed to share energy with other players in the local market and with neighborhood areas. A Two-StepMarket Clearing (2SMC) mechanism is proposed for market clearing, in which in the first step, each local market is cleared independently to determine the market clearing price and in the second step, players can trade energy with neighborhood areas. In comparison to a centralized market, the proposed method is scalable and reduces computation overheads, because instead of clearing market for a large number of players, the market is cleared for a fewer number of players. Also, by applying distributed method and Lagrangian multipliers for market clearing, there is no need for a central computation centre and private information of market players. Case studies demonstrate the efficiency and effectiveness of the proposed market clearing method in increasing social welfare and reducing computation time.
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中文摘要:
信息和通信技术(ICT)的最新创新为分布式能源(DER)作为活跃的市场参与者融入能源供应系统提供了新的机遇和挑战。通过增加DER的整合,应为这些新的市场参与者设计新的市场平台。设计的电力市场应使消费者和供应商的市场盈余最大化,并为他们加入市场和遵守市场规则提供正确的激励。本文提出了一个基于馈线的市场,用于配电系统中消费者和消费者之间的本地能源交易。在这个市场中,市场参与者可以与当地市场和邻近地区的其他参与者共享能源。提出了一种两步市场清算(2SMC)机制,第一步,每个本地市场独立清算,以确定市场清算价格,第二步,参与者可以与邻近地区进行能源交易。与集中式市场相比,所提出的方法具有可扩展性,并减少了计算开销,因为不是为大量参与者清算市场,而是为较少的参与者清算市场。此外,通过应用分布式方法和拉格朗日乘数进行市场清算,不需要中央计算中心和市场参与者的私人信息。案例研究证明了所提出的市场清算方法在提高社会福利和减少计算时间方面的效率和有效性。
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分类信息:
一级分类:Mathematics 数学
二级分类:Optimization and Control 优化与控制
分类描述:Operations research, linear programming, control theory, systems theory, optimal control, game theory
运筹学,线性规划,控制论,系统论,最优控制,博弈论
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一级分类:Quantitative Finance 数量金融学
二级分类:General Finance 一般财务
分类描述:Development of general quantitative methodologies with applications in finance
通用定量方法的发展及其在金融中的应用
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