Integrating local market operations into transmission investment: A tri-level optimization approach

IF 10.1 1区 工程技术 Q1 ENERGY & FUELS Applied Energy Pub Date : 2024-11-12 DOI:10.1016/j.apenergy.2024.124721
Yuxin Xia , Iacopo Savelli , Thomas Morstyn
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Abstract

The rise of Local Energy Markets (LEMs) and increasing local flexibility present a key research question: How do local flexibility and LEM operations impact merchant-regulated transmission investments? This paper introduces a novel tri-level framework to integrate local market dynamics into transmission investment decisions. The framework models the sequential operations of the WSM and LEMs, adhering to their respective network constraints, and includes a regulatory mechanism that incentivizes profit-driven Transmission Companies (Transcos) to make social welfare maximizing investments while accounting for local refinement costs. The tri-level optimization problem is asymptotically approximated by a mixed-integer second-order cone programming problem. Our findings from three case studies reveal that the provision of local flexibility substantially reduces reliance on conventional energy generation supplies. Additionally, transmission investment decisions are influenced by the levels of flexible generation and consumers, while adhering to network constraints. Moreover, the tri-level model enhances Transcos’ awareness of the sequential interactions between the WSM and LEMs, enabling them to make investment strategies that are responsive to the changing dynamics of local markets.
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将本地市场运作与输电投资相结合:三级优化方法
地方能源市场(LEM)的兴起和地方灵活性的提高提出了一个关键的研究问题:本地灵活性和本地能源市场的运营如何影响受商家监管的输电投资?本文引入了一个新颖的三层框架,将本地市场动态纳入输电投资决策。该框架对 WSM 和 LEM 的顺序运行进行建模,遵守各自的网络约束,并包含一个监管机制,激励以利润为导向的输电公司(Transcos)进行社会福利最大化的投资,同时考虑本地完善成本。三层优化问题近似于混合整数二阶圆锥编程问题。我们对三个案例的研究结果表明,提供本地灵活性可大大降低对传统能源发电供应的依赖。此外,输电投资决策受到灵活发电和消费者水平的影响,同时还要遵守网络约束。此外,三层次模型增强了输电公司对 WSM 和 LEM 之间顺序互动的认识,使他们能够根据当地市场的动态变化制定投资策略。
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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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