A tri-level model for optimal management of active distribution networks enabling two-layer local markets

IF 10.1 1区 工程技术 Q1 ENERGY & FUELS Applied Energy Pub Date : 2024-12-02 DOI:10.1016/j.apenergy.2024.125040
Rogelio S. León Japa, Marcos Tostado-Véliz, Blas Ogáyar, Francisco Jurado
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Abstract

The deregulation of distribution systems enable local energy trading under the umbrella of local market strategies, which are launched and cleared by local entities like distribution system operators. The emergence of active players connected to distribution networks such as microgrids path the way to two-layer market structures, within which different local markets must coexist and coordinate. This new paradigm advocates for developing new management and market models suitable for multi-level local markets. This paper focuses on this issue. In particular, a new management model for active distribution networks enabling two-layer local markets is developed, which casts as an original tri-level optimization approach. This paper applies the developed methodology to the case in which different microgrids connected to a distribution market launch local markets for energy trading within the microgrid, but it could be applied to similar frameworks such as energy communities or virtual power plants. The new approach stablishes a game-oriented market coordination which preserves the hierarchical feature of the coordinated market strategy. A case study on a 33-bus radial distribution network serves to validate the model and illustrates how active players such as distributed generators and flexible demands perform under local market rules. A number of scenarios are studied under different distributed generation and microgrid penetration, showing that incrementing the number of both leads to improve the economy of the distribution system operator and microgrids. Finally, a sensitivity analysis regarding the renewable generation potential is studied.
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主动配电网络优化管理的三层模型,实现两层本地市场
对分销系统的放松管制使当地能源交易能够在当地市场战略的保护下进行,这些战略由分销系统运营商等当地实体发起和清算。与配电网络(如微电网)相连的活跃参与者的出现,为两层市场结构铺平了道路,在这种结构中,不同的地方市场必须共存和协调。这种新模式提倡开发适合多层次地方市场的新管理和市场模式。本文对这一问题进行了研究。特别是,开发了一种新的能够实现两层本地市场的主动分销网络管理模型,它是一种原始的三层优化方法。本文将开发的方法应用于连接到配电市场的不同微电网在微电网内启动本地能源交易市场的情况,但它可以应用于类似的框架,如能源社区或虚拟发电厂。该方法建立了一种以博弈为导向的市场协调,保留了协调市场策略的层次性特征。对33总线径向配电网的案例研究有助于验证该模型,并说明分布式发电机等活跃参与者和灵活需求在当地市场规则下的表现。研究了不同分布式发电和微电网渗透率下的多个场景,结果表明,增加分布式发电和微电网渗透率的数量可以提高配电系统运营商和微电网的经济效益。最后,对可再生能源发电潜力进行了敏感性分析。
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来源期刊
Applied Energy
Applied Energy 工程技术-工程:化工
CiteScore
21.20
自引率
10.70%
发文量
1830
审稿时长
41 days
期刊介绍: Applied Energy serves as a platform for sharing innovations, research, development, and demonstrations in energy conversion, conservation, and sustainable energy systems. The journal covers topics such as optimal energy resource use, environmental pollutant mitigation, and energy process analysis. It welcomes original papers, review articles, technical notes, and letters to the editor. Authors are encouraged to submit manuscripts that bridge the gap between research, development, and implementation. The journal addresses a wide spectrum of topics, including fossil and renewable energy technologies, energy economics, and environmental impacts. Applied Energy also explores modeling and forecasting, conservation strategies, and the social and economic implications of energy policies, including climate change mitigation. It is complemented by the open-access journal Advances in Applied Energy.
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