Integrated market scheduling with flexibility options

IF 16.3 1区 工程技术 Q1 ENERGY & FUELS Renewable and Sustainable Energy Reviews Pub Date : 2024-10-24 DOI:10.1016/j.rser.2024.115020
Nikolaos E. Koltsaklis, Jaroslav Knápek
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Abstract

This work presents a generic optimization framework using advanced mixed-integer programming techniques to integrate day-ahead and balancing markets with distributed energy resources such as storage, electric vehicles, demand response, and Transmission and Distribution System Operators' coordination schemes. The day-ahead model determines optimal initial energy scheduling, while the balancing model optimizes energy and reserve products for three market designs with varying Transmission and Distribution System Operators’ coordination. The framework is applied to the interconnected Greek-Bulgarian-Romanian power system, considering 2030 installed capacities.
The model outputs illustrate market coupling scenarios among Romania, Bulgaria, and Greece, highlighting clear price signals and distributed energy resources flexibility. Results reveal the significance of a diverse energy mix for energy security and show that Transmission and Distribution System Operators’ coordination significantly influences ancillary service prices, with reductions of up to 80 % in certain scenarios. Net demand values determine electricity flow direction. Flexibility providers like storage can cover up to 100 % of the upward congestion management requirements and 11 % of upward balancing energy, helping smooth energy allocation from intermittent renewables. The impact of electric vehicle penetration on generation scheduling is minimal. The proposed model offers valuable insights for system operators, market participants, and policymakers, enabling them to provide accurate price signals and optimize resource allocation.
The integrated day-ahead and balancing market models support efficient renewable energy integration, emissions reduction, enhanced grid stability, and investment in low-carbon technologies. This aligns with the United Nations Framework Convention on Climate Change goals, contributing to the development of sustainable and resilient energy systems.
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具有灵活选项的综合市场调度
这项研究提出了一个通用优化框架,利用先进的混合整数编程技术,将日前市场和平衡市场与分布式能源资源(如储能、电动汽车、需求响应)以及输配电系统运营商协调方案相结合。日前模型确定了最佳初始能源调度,而平衡模型则针对三种市场设计优化了能源和储备产品,并采用了不同的输配电系统运营商协调方案。考虑到 2030 年的装机容量,该框架被应用于互联的希腊-保加利亚-罗马尼亚电力系统。模型输出说明了罗马尼亚、保加利亚和希腊之间的市场耦合情况,突出了清晰的价格信号和分布式能源资源的灵活性。结果揭示了多样化能源组合对能源安全的重要意义,并表明输电和配电系统运营商的协调对辅助服务价格有显著影响,在某些情况下,辅助服务价格的降幅可达 80%。净需求值决定了电力流向。储能等灵活性提供者可满足高达 100% 的上行拥塞管理要求和 11% 的上行平衡能量,帮助平滑间歇性可再生能源的能量分配。电动汽车渗透率对发电调度的影响微乎其微。所提出的模型为系统运营商、市场参与者和政策制定者提供了有价值的见解,使他们能够提供准确的价格信号并优化资源配置。这符合《联合国气候变化框架公约》的目标,有助于发展可持续和有弹性的能源系统。
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来源期刊
Renewable and Sustainable Energy Reviews
Renewable and Sustainable Energy Reviews 工程技术-能源与燃料
CiteScore
31.20
自引率
5.70%
发文量
1055
审稿时长
62 days
期刊介绍: The mission of Renewable and Sustainable Energy Reviews is to disseminate the most compelling and pertinent critical insights in renewable and sustainable energy, fostering collaboration among the research community, private sector, and policy and decision makers. The journal aims to exchange challenges, solutions, innovative concepts, and technologies, contributing to sustainable development, the transition to a low-carbon future, and the attainment of emissions targets outlined by the United Nations Framework Convention on Climate Change. Renewable and Sustainable Energy Reviews publishes a diverse range of content, including review papers, original research, case studies, and analyses of new technologies, all featuring a substantial review component such as critique, comparison, or analysis. Introducing a distinctive paper type, Expert Insights, the journal presents commissioned mini-reviews authored by field leaders, addressing topics of significant interest. Case studies undergo consideration only if they showcase the work's applicability to other regions or contribute valuable insights to the broader field of renewable and sustainable energy. Notably, a bibliographic or literature review lacking critical analysis is deemed unsuitable for publication.
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