考虑可再生能源发电商与共享储能合作的市场框架

IF 4.5 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Shaohua Zhang;Xian Wang;Ziyan Zhang;Jingjie Ma;Shengqi Zhang;Fei Wang
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引用次数: 0

摘要

风能和光伏发电等可再生能源生产商越来越多地参与电力市场。然而,可再生能源的严重不确定性会导致明显的报价偏差,影响其在市场上的竞争力。在这种情况下,与共享能源存储系统(SESS)合作,显示出可再生能源发电解决这一问题的巨大潜力。在本研究中,我们提出了一个新的市场框架,其中包括一个合作的混合资源联盟(HRC),由风电和光伏发电企业与SESS合作,在日前市场上与火电企业竞争。通过允许联盟内部的权力共享,并授权SESS减轻出价偏差和利用市场套利,市场框架显着提高了储能的利用率。基于市场框架,建立了一个多时期博弈论模型,考察了HRC和SESS的定价行为。情景生成和简化方法用于模拟与风能和光伏相关的不确定性。此外,使用Shapley值方法,利润在HRC内的联盟成员之间公平分配。最后,通过数值算例验证了所提出的市场框架的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Market Framework Considering Cooperation Between Renewable Generators and Shared Energy Storage
Renewable energy producers, such as wind and photovoltaic (PV) power generators, are increasingly participating in electricity markets. Nonetheless, severe uncertainties of renewable sources can introduce significant bid deviations, impacting their competitiveness in the market. In this context, collaborating with shared energy storage system (SESS) shows huge potentials for renewable generators to tackle the problem. In this study, we propose a novel market framework that involves a cooperative hybrid resource coalition (HRC), formed by wind and PV power producers cooperating with SESS, competing in the day-ahead market with thermal power generators. By allowing power sharing within the coalition and empowering the SESS to mitigate bid deviations and leverage market arbitrage, the market framework significantly boosts the utilization rate of energy storage. Based on the market framework, a multi-period game-theoretic model is developed to examine the price-making behaviors of the HRC and SESS. Scenario generation and reduction methods are used to simulate the uncertainties associated with wind and PV. Furthermore, using the Shapley value method, profits are fairly allocated among the coalition members within the HRC. Finally, numerical examples are used to validate the effectiveness of the proposed market framework.
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来源期刊
IEEE Transactions on Industry Applications
IEEE Transactions on Industry Applications 工程技术-工程:电子与电气
CiteScore
9.90
自引率
9.10%
发文量
747
审稿时长
3.3 months
期刊介绍: The scope of the IEEE Transactions on Industry Applications includes all scope items of the IEEE Industry Applications Society, that is, the advancement of the theory and practice of electrical and electronic engineering in the development, design, manufacture, and application of electrical systems, apparatus, devices, and controls to the processes and equipment of industry and commerce; the promotion of safe, reliable, and economic installations; industry leadership in energy conservation and environmental, health, and safety issues; the creation of voluntary engineering standards and recommended practices; and the professional development of its membership.
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