A simulation model for imbalance costs of renewable energy aggregators: The case of Greek balancing market

IF 14.2 2区 经济学 Q1 ECONOMICS Energy Economics Pub Date : 2025-02-01 Epub Date: 2024-12-29 DOI:10.1016/j.eneco.2024.108155
Filippos Ioannidis , Tatiani Georgitsioti , Kyriaki Kosmidou , Constantinos Zopounidis , Kostas Andriosopoulos
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Abstract

The increased penetration of renewable energy sources in Europe has accelerated the participation of aggregators in the wholesale electricity markets. Those participants are responsible for market representation and act as balancing responsible parties for any volume deviation between forecast and actual generation. The Greek Balancing Market is used as a case study, since it is considered as one of the most rapidly growing renewable energy markets across Europe. In this paper, we develop a simulation model able to capture the financial impact of non-compliance charges burdened by aggregators of different size including national terms and conditions. The analysis is also applied to a stressed scenario by assuming marginal deviation above their regulated tolerance limits. Results indicate that for aggregators with market share greater than 5 %, by assuming a double increase in GWh of their annual deviation, would eventually lead to four times higher non-compliance charges. Likewise, an aggregator with capacity of 550 MW would encounter annual non-compliance charges ranging from 1 million € to 2.7 million € for a deviation range of 5 % to 6.5 %. Those findings indicate significant balancing costs burdened by aggregators that jeopardize their long-term viability and eventually the whole market's operation. This is the first paper to empirically capture the complexity of aggregators market in Greece and highlights the necessity to adjust the current electricity market framework by regulators and policymakers.
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可再生能源集成商不平衡成本的模拟模型:以希腊平衡市场为例
可再生能源在欧洲日益普及,加速了集电商参与电力批发市场。这些参与者负责市场代表,并在预测和实际发电量之间的任何数量偏差中充当平衡责任方。希腊平衡市场被用作案例研究,因为它被认为是欧洲增长最快的可再生能源市场之一。在本文中,我们开发了一个模拟模型,能够捕捉不同规模的聚合商所承担的不合规费用的财务影响,包括国家条款和条件。通过假设边际偏差高于其规定的公差限制,该分析也适用于压力情景。结果表明,对于市场份额大于5%的聚合商,假设其年偏差GWh增加一倍,最终导致违规费用增加四倍。同样,一个容量为550兆瓦的集热器,如果偏离5%至6.5%,每年将面临100万至270万欧元的违规费用。这些发现表明,聚合商承担着巨大的平衡成本,危及它们的长期生存能力,最终危及整个市场的运作。这是第一篇以经验把握希腊集成商市场复杂性的论文,并强调了监管机构和政策制定者调整当前电力市场框架的必要性。
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来源期刊
Energy Economics
Energy Economics ECONOMICS-
CiteScore
18.60
自引率
12.50%
发文量
524
期刊介绍: Energy Economics is a field journal that focuses on energy economics and energy finance. It covers various themes including the exploitation, conversion, and use of energy, markets for energy commodities and derivatives, regulation and taxation, forecasting, environment and climate, international trade, development, and monetary policy. The journal welcomes contributions that utilize diverse methods such as experiments, surveys, econometrics, decomposition, simulation models, equilibrium models, optimization models, and analytical models. It publishes a combination of papers employing different methods to explore a wide range of topics. The journal's replication policy encourages the submission of replication studies, wherein researchers reproduce and extend the key results of original studies while explaining any differences. Energy Economics is indexed and abstracted in several databases including Environmental Abstracts, Fuel and Energy Abstracts, Social Sciences Citation Index, GEOBASE, Social & Behavioral Sciences, Journal of Economic Literature, INSPEC, and more.
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