产能和纯能源市场的鲁棒性——一个随机动态产能投资模型

Daniel Hach, S. Spinler
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引用次数: 1

摘要

提出了一个包含现实投资者行为的多特征随机动态容量投资模型。长期投资模型包括发电商的战略竞标、需求的价格弹性和斜坡约束等特征。它结合了一个迭代过程,在一个可计算的模型中找到一个合理的电价预测,该预测密切地描述了现实世界的投资者行为。使用该模型,我们评估了容量市场与纯能源市场相比的稳健性和总发电量,因为由于可再生能源的不断增加,容量市场在全球范围内越来越受到重视。为了估计计划外不可用,我们分析了欧洲能源交易所描述计划外不可用事件的新数据集。将该模型应用于英国市场,我们发现就总发电量和价格波动而言,容量市场对常规发电的计划外不可用性更具鲁棒性。与此同时,产能市场通过产能支付诱导额外成本。因此,我们联合分析了不同储备边际水平下的总发电量和鲁棒性。我们的研究结果表明,在0到15%的储备边际范围内,在可负担性和可靠性两个目标之间存在一个有希望的有效权衡区域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robustness of Capacity and Energy-Only Markets - A Stochastic Dynamic Capacity Investment Model
We present a multi-feature stochastic dynamic capacity investment model that includes realistic investor behavior. The long-term investment model includes features, such as strategic bidding of generators, price elasticity of demand, and ramping constraints. It incorporates an iterative procedure of finding a sensible electricity price forecast closely depicting real-world investor behavior in a single computable model.Using this model, we assess the robustness and the total bill of generation of a capacity market compared to an energy-only market as capacity markets are increasingly considered worldwide due to rising feed-in from renewables. To estimate unplanned unavailabilities, we analyze a novel data set of the European Energy Exchange describing unplanned unavailability incidents. Applying the model to the Great Britain market, we find that capacity markets are more robust to unplanned unavailabilities of conventional generation in terms of the total bill of generation and price volatility. At the same time, capacity markets induce additional costs through capacity payments. Therefore, we jointly analyze the total bill of generation and the robustness with different levels of reserve margins. Our results show that there is a promising area of efficient trade-offs between the two targets affordability and reliability in the range of reserve margins between 0 and 15%.
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