Evaluating the Role of Electricity Storage by Considering Short-Term Operation in Long-Term Planning

T. Brijs, Arne van Stiphout, Sauleh Siddiqui, R. Belmans
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引用次数: 32

Abstract

Short-term operating requirements and constraints in power systems are becoming increasingly important with the greater flexibility needed due to the integration of variable renewables. However, large problem sizes and computational barriers have limited the extent to which they are included in long-term planning models. Our objective is to understand the role of electricity storage in future renewable-based systems by including an accurate representation of short-term operation within a long-term planning framework. Specifically, we discuss the development of a long-term investment model including a continuous relaxation of the technology- clustered formulation of the short-term unit commitment problem. This model is applied to a test system having similar characteristics to the Belgian power system in a greenfield setting, i.e., assuming no pre-existing capacities, to analyze the role of storage at different renewable penetration levels. Both pumped-hydro storage and battery energy storage is considered, and their role in providing energy services and frequency control is investigated. We derive conclusions on the benefits and role of electricity storage to motivate why it may be built and operated. Results show that, in general, the integration of storage resources decreases total system cost, partially replaces flexible power plants, facilitates the integration of renewable energy sources, and allows inflexible technologies to perform better.
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考虑短期运行的蓄电在长期规划中的作用评价
随着可变可再生能源的整合,电力系统的短期运行要求和限制变得越来越重要,需要更大的灵活性。然而,大的问题规模和计算障碍限制了它们被包括在长期规划模型中的程度。我们的目标是通过在长期规划框架内包括短期运行的准确表示,了解电力存储在未来可再生能源系统中的作用。具体来说,我们讨论了长期投资模型的发展,包括短期单位承诺问题的技术集群化公式的持续放宽。将该模型应用于具有与比利时电力系统相似特征的绿地环境下的测试系统,即假设没有预先存在的容量,以分析不同可再生能源渗透水平下存储的作用。考虑了抽水蓄能和电池蓄能,并研究了它们在提供能源服务和频率控制方面的作用。我们得出关于电力存储的好处和作用的结论,以激励为什么它可能被建造和运营。结果表明,总体而言,存储资源的整合降低了系统总成本,部分替代了灵活的发电厂,促进了可再生能源的整合,并使非灵活的技术能够更好地发挥作用。
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